Papers with code. Sorted by stars. Updated weekly.
Switch branches/tags
Nothing to show
Clone or download
Latest commit 2578413 Sep 19, 2018
Permalink
Failed to load latest commit information.
src ICML 2017 added Sep 19, 2018
CONTRIBUTING.md Some update for contributing, raw data and source code Sep 13, 2018
README.md Add "Request us!" Sep 19, 2018

README.md

2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 Tweet Suggestions

This work is in continuous progress and update. We are adding new PWC everyday! Tweet me @fvzaur
Use this thread to request us your favorite conference to be added to our watchlist and to PWC list.

2018

Title Conf Code Stars
Deep Image Prior CVPR code 3305
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR code 2997
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network ECCV code 2020
Learning to See in the Dark CVPR code 1957
Squeeze-and-Excitation Networks CVPR code 1175
Multimodal Unsupervised Image-to-image Translation ECCV code 1137
Efficient Neural Architecture Search via Parameters Sharing ICML code 1122
Non-Local Neural Networks CVPR code 813
Image Generation From Scene Graphs CVPR code 738
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? CVPR code 647
Single-Shot Refinement Neural Network for Object Detection CVPR code 608
Detect-and-Track: Efficient Pose Estimation in Videos CVPR code 519
Relation Networks for Object Detection CVPR code 497
GANimation: Anatomically-aware Facial Animation from a Single Image ECCV code 484
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples ICML code 471
Cascaded Pyramid Network for Multi-Person Pose Estimation CVPR code 425
Taskonomy: Disentangling Task Transfer Learning CVPR code 417
Neural 3D Mesh Renderer CVPR code 412
Which Training Methods for GANs do actually Converge? ICML code 411
Generative Image Inpainting With Contextual Attention CVPR code 393
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR code 392
Simple Baselines for Human Pose Estimation and Tracking ECCV code 387
Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR code 379
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR code 361
ICNet for Real-Time Semantic Segmentation on High-Resolution Images ECCV code 349
End-to-End Recovery of Human Shape and Pose CVPR code 346
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR code 326
Gibson Env: Real-World Perception for Embodied Agents CVPR code 306
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR code 305
Frustum PointNets for 3D Object Detection From RGB-D Data CVPR code 302
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR code 294
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR code 289
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR code 289
Soccer on Your Tabletop CVPR code 285
Distractor-aware Siamese Networks for Visual Object Tracking ECCV code 276
Neural Baby Talk CVPR code 273
Fast End-to-End Trainable Guided Filter CVPR code 268
Adversarially Regularized Autoencoders ICML code 258
Noise2Noise: Learning Image Restoration without Clean Data ICML code 257
Acquisition of Localization Confidence for Accurate Object Detection ECCV code 244
Convolutional Neural Networks With Alternately Updated Clique CVPR code 243
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors CVPR code 237
Pyramid Stereo Matching Network CVPR code 233
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR code 231
Neural Relational Inference for Interacting Systems ICML code 229
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR code 228
Learning to Adapt Structured Output Space for Semantic Segmentation CVPR code 217
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks CVPR code 216
End-to-End Learning of Motion Representation for Video Understanding CVPR code 213
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR code 211
Semi-Parametric Image Synthesis CVPR code 208
Iterative Visual Reasoning Beyond Convolutions CVPR code 197
Learning to Segment Every Thing CVPR code 190
Style Aggregated Network for Facial Landmark Detection CVPR code 184
Referring Relationships CVPR code 182
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR code 177
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR code 175
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image CVPR code 174
License Plate Detection and Recognition in Unconstrained Scenarios ECCV code 173
Compressed Video Action Recognition CVPR code 167
Multi-Content GAN for Few-Shot Font Style Transfer CVPR code 162
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ICML code 156
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR code 154
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images ECCV code 153
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR code 153
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR code 147
An End-to-End TextSpotter With Explicit Alignment and Attention CVPR code 147
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR code 145
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR code 144
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation ECCV code 142
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR code 141
Single View Stereo Matching CVPR code 141
Learning Category-Specific Mesh Reconstruction from Image Collections ECCV code 138
Optimizing Video Object Detection via a Scale-Time Lattice CVPR code 135
Facelet-Bank for Fast Portrait Manipulation CVPR code 133
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR code 133
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR code 133
MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR code 132
Group Normalization ECCV code 131
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR code 130
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR code 129
Self-Imitation Learning ICML code 128
Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR code 127
Densely Connected Pyramid Dehazing Network CVPR code 126
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR code 126
Residual Dense Network for Image Super-Resolution CVPR code 122
ECO: Efficient Convolutional Network for Online Video Understanding ECCV code 121
SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR code 117
Camera Style Adaptation for Person Re-Identification CVPR code 117
Context Embedding Networks CVPR code 115
Neural Motifs: Scene Graph Parsing With Global Context CVPR code 113
Fast and Accurate Online Video Object Segmentation via Tracking Parts CVPR code 113
Embodied Question Answering CVPR code 113
A Style-Aware Content Loss for Real-time HD Style Transfer ECCV code 113
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification CVPR code 113
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR code 111
LSTM Pose Machines CVPR code 111
Image Super-Resolution Using Very Deep Residual Channel Attention Networks ECCV code 110
Gated Path Planning Networks ICML code 110
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining ECCV code 109
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR code 109
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR code 107
A Closer Look at Spatiotemporal Convolutions for Action Recognition CVPR code 106
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation ECCV code 106
Decoupled Networks CVPR code 106
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR code 105
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR code 104
Hierarchical Imitation and Reinforcement Learning ICML code 100
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR code 100
CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR code 99
Long-term Tracking in the Wild: a Benchmark ECCV code 99
MVSNet: Depth Inference for Unstructured Multi-view Stereo ECCV code 98
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR code 98
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network ECCV code 97
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR code 96
DeepMVS: Learning Multi-View Stereopsis CVPR code 95
Noisy Natural Gradient as Variational Inference ICML code 94
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR code 93
Rethinking Feature Distribution for Loss Functions in Image Classification CVPR code 93
3D-CODED: 3D Correspondences by Deep Deformation ECCV code 92
Learning to Compare: Relation Network for Few-Shot Learning CVPR code 91
Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR code 90
Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR code 90
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR code 89
PU-Net: Point Cloud Upsampling Network CVPR code 89
MAttNet: Modular Attention Network for Referring Expression Comprehension CVPR code 89
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML code 89
Deep Back-Projection Networks for Super-Resolution CVPR code 89
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding CVPR code 86
DenseASPP for Semantic Segmentation in Street Scenes CVPR code 85
Scale-Recurrent Network for Deep Image Deblurring CVPR code 83
Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV code 82
Deep Depth Completion of a Single RGB-D Image CVPR code 82
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction CVPR code 81
End-to-End Weakly-Supervised Semantic Alignment CVPR code 81
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights ECCV code 80
Repulsion Loss: Detecting Pedestrians in a Crowd CVPR code 79
Video Based Reconstruction of 3D People Models CVPR code 78
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes ECCV code 78
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR code 75
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking CVPR code 75
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR code 73
BodyNet: Volumetric Inference of 3D Human Body Shapes ECCV code 73
Learning Blind Video Temporal Consistency ECCV code 72
Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR code 72
Adaptive Affinity Fields for Semantic Segmentation ECCV code 72
Deep Mutual Learning CVPR code 71
Attention-based Deep Multiple Instance Learning ICML code 71
Nonlinear 3D Face Morphable Model CVPR code 71
Image Inpainting for Irregular Holes Using Partial Convolutions ECCV code 71
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR code 70
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR code 70
VITAL: VIsual Tracking via Adversarial Learning CVPR code 70
Tell Me Where to Look: Guided Attention Inference Network CVPR code 69
Macro-Micro Adversarial Network for Human Parsing ECCV code 69
Graph R-CNN for Scene Graph Generation ECCV code 68
VITON: An Image-Based Virtual Try-On Network CVPR code 68
Recurrent Pixel Embedding for Instance Grouping CVPR code 67
Visual Feature Attribution Using Wasserstein GANs CVPR code 67
Synthesizing Images of Humans in Unseen Poses CVPR code 66
Future Frame Prediction for Anomaly Detection – A New Baseline CVPR code 66
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks ECCV code 66
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV code 62
Learning SO(3) Equivariant Representations with Spherical CNNs ECCV code 60
Perturbative Neural Networks CVPR code 60
Repeatability Is Not Enough: Learning Affine Regions via Discriminability ECCV code 59
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR code 59
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR code 59
Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV code 59
Optimizing the Latent Space of Generative Networks ICML code 58
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR code 58
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence ECCV code 57
Decorrelated Batch Normalization CVPR code 56
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR code 54
Generalizing A Person Retrieval Model Hetero- and Homogeneously ECCV code 54
Pointwise Convolutional Neural Networks CVPR code 54
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking CVPR code 54
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR code 54
Neural Program Synthesis from Diverse Demonstration Videos ICML code 53
Geometry-Aware Learning of Maps for Camera Localization CVPR code 53
Path-Level Network Transformation for Efficient Architecture Search ICML code 53
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR code 53
Improving Generalization via Scalable Neighborhood Component Analysis ECCV code 52
Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR code 52
Learning to Reweight Examples for Robust Deep Learning ICML code 51
Progressive Neural Architecture Search ECCV code 51
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency ECCV code 51
Deep Marching Cubes: Learning Explicit Surface Representations CVPR code 51
Ordinal Depth Supervision for 3D Human Pose Estimation CVPR code 51
Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR code 51
Learning Depth From Monocular Videos Using Direct Methods CVPR code 51
Unsupervised Discovery of Object Landmarks as Structural Representations CVPR code 51
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation ECCV code 50
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR code 50
Depth-aware CNN for RGB-D Segmentation ECCV code 50
Object Level Visual Reasoning in Videos ECCV code 50
Disentangled Person Image Generation CVPR code 50
Neural Style Transfer via Meta Networks CVPR code 49
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR code 49
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR code 49
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR code 48
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes CVPR code 48
Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV code 47
Diverse Image-to-Image Translation via Disentangled Representations ECCV code 46
Discriminability Objective for Training Descriptive Captions CVPR code 46
SparseMAP: Differentiable Sparse Structured Inference ICML code 46
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation CVPR code 46
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR code 45
Fighting Fake News: Image Splice Detection via Learned Self-Consistency ECCV code 45
Efficient end-to-end learning for quantizable representations ICML code 44
Wasserstein Introspective Neural Networks CVPR code 44
Learning Less Is More - 6D Camera Localization via 3D Surface Regression CVPR code 43
Learning Pose Specific Representations by Predicting Different Views CVPR code 42
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR code 41
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR code 41
Learning to Find Good Correspondences CVPR code 41
Hierarchical Long-term Video Prediction without Supervision ICML code 41
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR code 41
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction ECCV code 41
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam ICML code 40
Measuring abstract reasoning in neural networks ICML code 40
Conditional Probability Models for Deep Image Compression CVPR code 40
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR code 40
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR code 39
PDE-Net: Learning PDEs from Data ICML code 39
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency ECCV code 38
Differentiable Compositional Kernel Learning for Gaussian Processes ICML code 38
Pairwise Confusion for Fine-Grained Visual Classification ECCV code 37
Learning Intrinsic Image Decomposition From Watching the World CVPR code 36
Rotation-Sensitive Regression for Oriented Scene Text Detection CVPR code 36
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation ECCV code 35
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR code 34
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation ECCV code 34
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR code 33
Robust Classification With Convolutional Prototype Learning CVPR code 33
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR code 33
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML code 33
Self-produced Guidance for Weakly-supervised Object Localization ECCV code 32
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML code 32
Surface Networks CVPR code 32
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model ECCV code 31
Real-World Anomaly Detection in Surveillance Videos CVPR code 31
Cascade R-CNN: Delving Into High Quality Object Detection CVPR code 30
Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR code 30
Neural Autoregressive Flows ICML code 30
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML code 30
Human Semantic Parsing for Person Re-Identification CVPR code 30
Frame-Recurrent Video Super-Resolution CVPR code 29
Visualizing and Understanding Atari Agents ICML code 29
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance ECCV code 29
Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML code 29
Towards Binary-Valued Gates for Robust LSTM Training ICML code 29
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning ICML code 29
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation ECCV code 29
Generative Adversarial Perturbations CVPR code 29
Few-Shot Image Recognition by Predicting Parameters From Activations CVPR code 28
NetGAN: Generating Graphs via Random Walks ICML code 28
Partial Adversarial Domain Adaptation ECCV code 28
FOTS: Fast Oriented Text Spotting With a Unified Network CVPR code 28
DeepVS: A Deep Learning Based Video Saliency Prediction Approach ECCV code 27
Gated Fusion Network for Single Image Dehazing CVPR code 27
Learning-based Video Motion Magnification ECCV code 27
Superpixel Sampling Networks ECCV code 27
Deflecting Adversarial Attacks With Pixel Deflection CVPR code 27
Pose-Normalized Image Generation for Person Re-identification ECCV code 26
TOM-Net: Learning Transparent Object Matting From a Single Image CVPR code 26
Mean Field Multi-Agent Reinforcement Learning ICML code 26
Video Re-localization ECCV code 25
Recurrent Scene Parsing With Perspective Understanding in the Loop CVPR code 25
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR code 24
SketchyScene: Richly-Annotated Scene Sketches ECCV code 24
SeGAN: Segmenting and Generating the Invisible CVPR code 24
Black-box Adversarial Attacks with Limited Queries and Information ICML code 24
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise CVPR code 24
Learning Semantic Representations for Unsupervised Domain Adaptation ICML code 23
Multi-Agent Diverse Generative Adversarial Networks CVPR code 23
Controllable Video Generation With Sparse Trajectories CVPR code 23
On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR code 23
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image ECCV code 23
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR code 23
Interpretable Convolutional Neural Networks CVPR code 22
CBAM: Convolutional Block Attention Module ECCV code 22
Zero-Shot Object Detection ECCV code 22
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR code 22
Deep Texture Manifold for Ground Terrain Recognition CVPR code 22
First Order Generative Adversarial Networks ICML code 22
Quaternion Convolutional Neural Networks ECCV code 21
Deep Clustering for Unsupervised Learning of Visual Features ECCV code 21
Interpretable Intuitive Physics Model ECCV code 21
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV code 21
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition ECCV code 21
Learning to Evaluate Image Captioning CVPR code 21
Deep Model-Based 6D Pose Refinement in RGB ECCV code 21
Tangent Convolutions for Dense Prediction in 3D CVPR code 21
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR code 21
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation CVPR code 20
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR code 20
Learning Warped Guidance for Blind Face Restoration ECCV code 20
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR code 20
Conditional Image-to-Image Translation CVPR code 20
The Sound of Pixels ECCV code 20
Exploring Disentangled Feature Representation Beyond Face Identification CVPR code 19
Learning Convolutional Networks for Content-Weighted Image Compression CVPR code 19
IQA: Visual Question Answering in Interactive Environments CVPR code 19
Visual Question Generation as Dual Task of Visual Question Answering CVPR code 19
Disentangling by Factorising ICML code 19
Between-Class Learning for Image Classification CVPR code 18
Layer-structured 3D Scene Inference via View Synthesis ECCV code 18
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR code 18
Eye In-Painting With Exemplar Generative Adversarial Networks CVPR code 18
Part-Aligned Bilinear Representations for Person Re-Identification ECCV code 18
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation ECCV code 18
Improving Shape Deformation in Unsupervised Image-to-Image Translation ECCV code 18
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising ECCV code 18
Partial Transfer Learning With Selective Adversarial Networks CVPR code 18
EC-Net: an Edge-aware Point set Consolidation Network ECCV code 18
Learning to Promote Saliency Detectors CVPR code 17
Graph-Cut RANSAC CVPR code 17
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML code 17
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML code 17
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR code 17
CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR code 17
Pose Partition Networks for Multi-Person Pose Estimation ECCV code 17
Deep Regression Tracking with Shrinkage Loss ECCV code 16
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR code 16
Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR code 15
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR code 15
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR code 15
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR code 15
Integral Human Pose Regression ECCV code 15
Coded Sparse Matrix Multiplication ICML code 15
Stacked Cross Attention for Image-Text Matching ECCV code 15
Visual Question Reasoning on General Dependency Tree CVPR code 15
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR code 15
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR code 15
Learning to Blend Photos ECCV code 15
Learning Single-View 3D Reconstruction with Limited Pose Supervision ECCV code 15
Single Shot Scene Text Retrieval ECCV code 14
Cross-Modal Deep Variational Hand Pose Estimation CVPR code 14
Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment CVPR code 14
Deep High Dynamic Range Imaging with Large Foreground Motions ECCV code 14
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR code 14
Adversarially Learned One-Class Classifier for Novelty Detection CVPR code 14
Learning Dynamic Memory Networks for Object Tracking ECCV code 14
Dimensionality-Driven Learning with Noisy Labels ICML code 14
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR code 14
Crowd Counting With Deep Negative Correlation Learning CVPR code 14
Functional Gradient Boosting based on Residual Network Perception ICML code 14
Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR code 14
Flow-Grounded Spatial-Temporal Video Prediction from Still Images ECCV code 14
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning CVPR code 14
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR code 14
Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR code 14
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR code 14
A Spectral Approach to Gradient Estimation for Implicit Distributions ICML code 14
Revisiting Deep Intrinsic Image Decompositions CVPR code 14
Conditional Image-Text Embedding Networks ECCV code 14
Multi-Scale Weighted Nuclear Norm Image Restoration CVPR code 13
Learning to Navigate for Fine-grained Classification ECCV code 13
Grounding Referring Expressions in Images by Variational Context CVPR code 13
Bayesian Optimization of Combinatorial Structures ICML code 13
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images ECCV code 13
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints ECCV code 13
Fully Motion-Aware Network for Video Object Detection ECCV code 13
Deep Randomized Ensembles for Metric Learning ECCV code 13
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR code 13
Audio-Visual Event Localization in Unconstrained Videos ECCV code 12
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points CVPR code 12
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR code 12
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR code 12
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR code 12
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML code 12
Explainable Neural Computation via Stack Neural Module Networks ECCV code 12
Learning and Using the Arrow of Time CVPR code 12
Gesture Recognition: Focus on the Hands CVPR code 12
Efficient Neural Audio Synthesis ICML code 12
Image Transformer ICML code 11
Triplet Loss in Siamese Network for Object Tracking ECCV code 11
Hierarchical Multi-Label Classification Networks ICML code 11
NAG: Network for Adversary Generation CVPR code 11
Convolutional Sequence to Sequence Model for Human Dynamics CVPR code 11
Convolutional Image Captioning CVPR code 11
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR code 11
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR code 11
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR code 11
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries ECCV code 11
Joint Optimization Framework for Learning With Noisy Labels CVPR code 11
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders ECCV code 11
Decouple Learning for Parameterized Image Operators ECCV code 11
Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR code 10
Open Set Domain Adaptation by Backpropagation ECCV code 10
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML code 10
Learning to Understand Image Blur CVPR code 10
Anonymous Walk Embeddings ICML code 10
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies CVPR code 10
Neural Sign Language Translation CVPR code 10
3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration ECCV code 10
Learning Rich Features for Image Manipulation Detection CVPR code 10
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR code 10
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML code 10
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR code 10
Finding Influential Training Samples for Gradient Boosted Decision Trees ICML code 10
Deep Expander Networks: Efficient Deep Networks from Graph Theory ECCV code 10
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR code 10
Accelerating Natural Gradient with Higher-Order Invariance ICML code 10
Learning Transferable Architectures for Scalable Image Recognition CVPR code 10
Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR code 10
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR code 10
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR code 10
Objects that Sound ECCV code 9
Toward Characteristic-Preserving Image-based Virtual Try-On Network ECCV code 9
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR code 9
Learning Dynamics of Linear Denoising Autoencoders ICML code 9
Deep Diffeomorphic Transformer Networks CVPR code 9
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR code 9
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition ECCV code 9
Local Spectral Graph Convolution for Point Set Feature Learning ECCV code 9
Multi-scale Residual Network for Image Super-Resolution ECCV code 9
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation ECCV code 9
Weakly- and Semi-Supervised Panoptic Segmentation ECCV code 9
Synthesizing Robust Adversarial Examples ICML code 9
Fast Information-theoretic Bayesian Optimisation ICML code 8
Boosting Domain Adaptation by Discovering Latent Domains CVPR code 8
AMNet: Memorability Estimation With Attention CVPR code 8
Adversarial Attack on Graph Structured Data ICML code 8
Learning Superpixels With Segmentation-Aware Affinity Loss CVPR code 8
Excitation Backprop for RNNs CVPR code 8
Arbitrary Style Transfer With Deep Feature Reshuffle CVPR code 8
Cross-View Image Synthesis Using Conditional GANs CVPR code 8
Low-Shot Learning With Large-Scale Diffusion CVPR code 8
Deep Variational Reinforcement Learning for POMDPs ICML code 8
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR code 8
Hashing as Tie-Aware Learning to Rank CVPR code 8
Hierarchical Relational Networks for Group Activity Recognition and Retrieval ECCV code 8
Adversarial Time-to-Event Modeling ICML code 8
Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting ECCV code 7
Clipped Action Policy Gradient ICML code 7
Future Person Localization in First-Person Videos CVPR code 7
Deep One-Class Classification ICML code 7
Analyzing Uncertainty in Neural Machine Translation ICML code 7
Learning a Discriminative Feature Network for Semantic Segmentation CVPR code 7
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML code 7
Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR code 7
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data ECCV code 7
CTAP: Complementary Temporal Action Proposal Generation ECCV code 7
Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR code 6
Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR code 6
A Two-Step Disentanglement Method CVPR code 6
Rethinking the Form of Latent States in Image Captioning ECCV code 6
Variational Autoencoders for Deforming 3D Mesh Models CVPR code 6
AON: Towards Arbitrarily-Oriented Text Recognition CVPR code 6
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR code 6
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos CVPR code 6
Learning by Asking Questions CVPR code 6
Salient Object Detection Driven by Fixation Prediction CVPR code 6
Hierarchical Novelty Detection for Visual Object Recognition CVPR code 6
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR code 6
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR code 6
Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR code 6
Learning Type-Aware Embeddings for Fashion Compatibility ECCV code 6
Detecting and Correcting for Label Shift with Black Box Predictors ICML code 6
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR code 5
Image Manipulation with Perceptual Discriminators ECCV code 5
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR code 5
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR code 5
Gradually Updated Neural Networks for Large-Scale Image Recognition ICML code 5
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML code 5
Specular-to-Diffuse Translation for Multi-View Reconstruction ECCV code 5
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML code 5
Decoupled Parallel Backpropagation with Convergence Guarantee ICML code 5
The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML code 5
Dynamic-Structured Semantic Propagation Network CVPR code 5
Unsupervised holistic image generation from key local patches ECCV code 5
Adversarial Learning with Local Coordinate Coding ICML code 5
Don’t Just Assume Look and Answer: Overcoming Priors for Visual Question Answering CVPR code 5
Towards Open-Set Identity Preserving Face Synthesis CVPR code 5
Low-Shot Learning With Imprinted Weights CVPR code 5
Transfer Learning via Learning to Transfer ICML code 5
Machine Theory of Mind ICML code 5
Learning to Separate Object Sounds by Watching Unlabeled Video ECCV code 5
Pose Proposal Networks ECCV code 5
Fully-Convolutional Point Networks for Large-Scale Point Clouds ECCV code 4
Dynamic Conditional Networks for Few-Shot Learning ECCV code 4
Transferable Adversarial Perturbations ECCV code 4
Recovering 3D Planes from a Single Image via Convolutional Neural Networks ECCV code 4
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation ECCV code 4
Inter and Intra Topic Structure Learning with Word Embeddings ICML code 4
Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML code 4
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR code 4
Inner Space Preserving Generative Pose Machine ECCV code 4
Ultra Large-Scale Feature Selection using Count-Sketches ICML code 4
Mutual Information Neural Estimation ICML code 4
Human Pose Estimation With Parsing Induced Learner CVPR code 4
DVQA: Understanding Data Visualizations via Question Answering CVPR code 4
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR code 4
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR code 4
Explicit Inductive Bias for Transfer Learning with Convolutional Networks ICML code 4
Classification from Pairwise Similarity and Unlabeled Data ICML code 4
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling ECCV code 4
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR code 4
Conditional Prior Networks for Optical Flow ECCV code 4
Inference Suboptimality in Variational Autoencoders ICML code 4
Learning Steady-States of Iterative Algorithms over Graphs ICML code 4
Bilevel Programming for Hyperparameter Optimization and Meta-Learning ICML code 4
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV code 3
Robust Physical-World Attacks on Deep Learning Visual Classification CVPR code 3
Tracking Emerges by Colorizing Videos ECCV code 3
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking ECCV code 3
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR code 3
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images CVPR code 3
Deep Burst Denoising ECCV code 3
Geometry-Aware Scene Text Detection With Instance Transformation Network CVPR code 3
Differentially Private Database Release via Kernel Mean Embeddings ICML code 3
Real-time 'Actor-Critic' Tracking ECCV code 3
Constraint-Aware Deep Neural Network Compression ECCV code 3
Estimating the Success of Unsupervised Image to Image Translation ECCV code 3
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML code 3
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML code 3
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR code 3
Convergent Tree Backup and Retrace with Function Approximation ICML code 3
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior ECCV code 3
Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR code 3
Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR code 3
Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR code 3
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care ICML code 3
Towards Realistic Predictors ECCV code 3
SegStereo: Exploiting Semantic Information for Disparity Estimation ECCV code 3
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR code 3
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters ECCV code 3
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR code 3
Learning to Branch ICML code 3
Parallel Bayesian Network Structure Learning ICML code 3
Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML code 2
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR code 2
A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos CVPR code 2
End-to-End Incremental Learning ECCV code 2
Importance Weighted Transfer of Samples in Reinforcement Learning ICML code 2
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML code 2
Single Image Water Hazard Detection using FCN with Reflection Attention Units ECCV code 2
Image Super-Resolution via Dual-State Recurrent Networks CVPR code 2
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos ECCV code 2
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR code 2
Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design ICML code 2
Learning to Localize Sound Source in Visual Scenes CVPR code 2
Learning Face Age Progression: A Pyramid Architecture of GANs CVPR code 2
Gaze Prediction in Dynamic 360° Immersive Videos CVPR code 2
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks CVPR code 2
Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR code 2
HiDDeN: Hiding Data with Deep Networks ECCV code 2
Black Box FDR ICML code 2
Learning and Memorization ICML code 2
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition CVPR code 2
Learning Answer Embeddings for Visual Question Answering CVPR code 2
CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions ICML code 2
Sidekick Policy Learning for Active Visual Exploration ECCV code 2
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes ECCV code 2
Disentangling Factors of Variation by Mixing Them CVPR code 2
Composite Functional Gradient Learning of Generative Adversarial Models ICML code 2
Conditional Neural Processes ICML code 2
Teaching Categories to Human Learners With Visual Explanations CVPR code 2
Bidirectional Retrieval Made Simple CVPR code 1
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos ECCV code 1
Task-driven Webpage Saliency ECCV code 1
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation CVPR code 1
A Modulation Module for Multi-task Learning with Applications in Image Retrieval ECCV code 1
Online Detection of Action Start in Untrimmed, Streaming Videos ECCV code 1
Saliency Detection in 360° Videos ECCV code 1
Coupled End-to-End Transfer Learning With Generalized Fisher Information CVPR code 1
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering ECCV code 1
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving ECCV code 1
End-to-End Flow Correlation Tracking With Spatial-Temporal Attention CVPR code 1
Compositional Learning for Human Object Interaction ECCV code 1
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization CVPR code 1
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR code 1
Defense Against Universal Adversarial Perturbations CVPR code 1
Diverse and Coherent Paragraph Generation from Images ECCV code 1
Multispectral Image Intrinsic Decomposition via Subspace Constraint CVPR code 1
LaVAN: Localized and Visible Adversarial Noise ICML code 1
Chi-square Generative Adversarial Network ICML code 1
Feature Selective Networks for Object Detection CVPR code 1
Goodness-of-fit Testing for Discrete Distributions via Stein Discrepancy ICML code 1
Learning unknown ODE models with Gaussian processes ICML code 1
Recognizing Human Actions as the Evolution of Pose Estimation Maps CVPR code 1
Context-Aware Synthesis for Video Frame Interpolation CVPR code 1
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification ECCV code 1
Ring Loss: Convex Feature Normalization for Face Recognition CVPR code 1
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models ECCV code 1
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML code 1
Learning Visual Question Answering by Bootstrapping Hard Attention ECCV code 1
DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map CVPR code 1
Configurable Markov Decision Processes ICML code 1
Structured Uncertainty Prediction Networks CVPR code 1
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation ECCV code 1
Functional Map of the World CVPR code 1
Density Adaptive Point Set Registration CVPR code 1
Visual Coreference Resolution in Visual Dialog using Neural Module Networks ECCV code 1

2017

Title Conf Code Stars
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS code 41425
Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS code 41425
Focal Loss for Dense Object Detection ICCV code 16301
Deep Photo Style Transfer CVPR code 11173
Mask R-CNN ICCV code 7613
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS code 6505
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS code 5333
Attention is All you Need NIPS code 5000
Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression ICCV code 3177
Densely Connected Convolutional Networks CVPR code 2861
A Unified Approach to Interpreting Model Predictions NIPS code 2040
Deformable Convolutional Networks ICCV code 1770
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS code 1760
Fully Convolutional Instance-Aware Semantic Segmentation CVPR code 1324
Aggregated Residual Transformations for Deep Neural Networks CVPR code 1264
Improved Training of Wasserstein GANs NIPS code 1262
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation CVPR code 1234
Photographic Image Synthesis With Cascaded Refinement Networks ICCV code 1106
Unsupervised Image-to-Image Translation Networks NIPS code 1071
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network CVPR code 1038
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis CVPR code 1020
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR code 931
Bayesian GAN NIPS code 926
Deep Feature Flow for Video Recognition CVPR code 881
Pyramid Scene Parsing Network CVPR code 834
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS code 833
Finding Tiny Faces CVPR code 776
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks ICML code 759
YOLO9000: Better, Faster, Stronger CVPR code 704
Toward Multimodal Image-to-Image Translation NIPS code 685
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks CVPR code 643
Inferring and Executing Programs for Visual Reasoning ICCV code 607
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML code 602
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS code 589
Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML code 544
Channel Pruning for Accelerating Very Deep Neural Networks ICCV code 540
Dilated Residual Networks CVPR code 533
DSOD: Learning Deeply Supervised Object Detectors From Scratch ICCV code 531
Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization ICCV code 518
How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks) ICCV code 482
Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS code 480
Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR code 469
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network CVPR code 466
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space CVPR code 465
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence CVPR code 423
SSH: Single Stage Headless Face Detector ICCV code 412
Dual Path Networks NIPS code 410
Joint Detection and Identification Feature Learning for Person Search CVPR code 402
Video Frame Interpolation via Adaptive Convolution CVPR code 402
Video Frame Interpolation via Adaptive Separable Convolution ICCV code 402
Recurrent Highway Networks ICML code 388
Flow-Guided Feature Aggregation for Video Object Detection ICCV code 385
Inductive Representation Learning on Large Graphs NIPS code 383
Deep Image Matting CVPR code 353
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NIPS code 347
Detect to Track and Track to Detect ICCV code 341
RON: Reverse Connection With Objectness Prior Networks for Object Detection CVPR code 329
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation CVPR code 324
Deep Lattice Networks and Partial Monotonic Functions NIPS code 318
Detecting Oriented Text in Natural Images by Linking Segments CVPR code 313
Universal Style Transfer via Feature Transforms NIPS code 310
Annotating Object Instances With a Polygon-RNN CVPR code 305
Accurate Single Stage Detector Using Recurrent Rolling Convolution CVPR code 304
One-Shot Video Object Segmentation CVPR code 296
Efficient softmax approximation for GPUs ICML code 288
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution CVPR code 279
Pixel Recursive Super Resolution ICCV code 275
OctNet: Learning Deep 3D Representations at High Resolutions CVPR code 270
Residual Attention Network for Image Classification CVPR code 267
Dilated Recurrent Neural Networks NIPS code 267
The Predictron: End-To-End Learning and Planning ICML code 267
Feature Pyramid Networks for Object Detection CVPR code 260
DeepBach: a Steerable Model for Bach Chorales Generation ICML code 257
Style Transfer from Non-Parallel Text by Cross-Alignment NIPS code 247
Self-Critical Sequence Training for Image Captioning CVPR code 243
Age Progression/Regression by Conditional Adversarial Autoencoder CVPR code 241
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image CVPR code 238
Richer Convolutional Features for Edge Detection CVPR code 231
OptNet: Differentiable Optimization as a Layer in Neural Networks ICML code 227
Deep Voice: Real-time Neural Text-to-Speech ICML code 225
Convolutional Sequence to Sequence Learning ICML code 216
RMPE: Regional Multi-Person Pose Estimation ICCV code 203
Stacked Generative Adversarial Networks CVPR code 201
Reinforcement Learning with Deep Energy-Based Policies ICML code 200
Language Modeling with Gated Convolutional Networks ICML code 196
BlitzNet: A Real-Time Deep Network for Scene Understanding ICCV code 195
Spatially Adaptive Computation Time for Residual Networks CVPR code 195
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning CVPR code 194
The Reversible Residual Network: Backpropagation Without Storing Activations NIPS code 191
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro ICCV code 187
A Point Set Generation Network for 3D Object Reconstruction From a Single Image CVPR code 186
Generative Face Completion CVPR code 186
Recurrent Scale Approximation for Object Detection in CNN ICCV code 184
Prototypical Networks for Few-shot Learning NIPS code 183
Visual Dialog CVPR code 183
FastMask: Segment Multi-Scale Object Candidates in One Shot CVPR code 181
Deeply Supervised Salient Object Detection With Short Connections CVPR code 177
Learning Deep CNN Denoiser Prior for Image Restoration CVPR code 171
OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS code 166
Inverse Compositional Spatial Transformer Networks CVPR code 166
Learning Feature Pyramids for Human Pose Estimation ICCV code 165
Semantic Scene Completion From a Single Depth Image CVPR code 164
Be Your Own Prada: Fashion Synthesis With Structural Coherence ICCV code 163
Interpretable Explanations of Black Boxes by Meaningful Perturbation ICCV code 162
Learning to Reason: End-To-End Module Networks for Visual Question Answering ICCV code 162
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition ICCV code 161
Learning Efficient Convolutional Networks Through Network Slimming ICCV code 160
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources ICCV code 159
Fast Image Processing With Fully-Convolutional Networks ICCV code 159
Multi-View 3D Object Detection Network for Autonomous Driving CVPR code 157
3D Bounding Box Estimation Using Deep Learning and Geometry CVPR code 156
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis ICCV code 155
Scene Graph Generation by Iterative Message Passing CVPR code 155
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NIPS code 154
Learning From Synthetic Humans CVPR code 154
Single Shot Text Detector With Regional Attention ICCV code 151
Oriented Response Networks CVPR code 148
Image Super-Resolution via Deep Recursive Residual Network CVPR code 144
Language Modeling with Recurrent Highway Hypernetworks NIPS code 142
On Human Motion Prediction Using Recurrent Neural Networks CVPR code 142
Soft Proposal Networks for Weakly Supervised Object Localization ICCV code 141
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR code 140
Axiomatic Attribution for Deep Networks ICML code 140
Simple Does It: Weakly Supervised Instance and Semantic Segmentation CVPR code 138
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS code 138
Learning Multiple Tasks with Multilinear Relationship Networks NIPS code 138
Low-Shot Visual Recognition by Shrinking and Hallucinating Features ICCV code 137
Deep Feature Interpolation for Image Content Changes CVPR code 136
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML code 131
Triple Generative Adversarial Nets NIPS code 131
Input Convex Neural Networks ICML code 130
Attentive Recurrent Comparators ICML code 129
Conditional Similarity Networks CVPR code 128
One-Sided Unsupervised Domain Mapping NIPS code 127
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks CVPR code 127
Controlling Perceptual Factors in Neural Style Transfer CVPR code 125
Detecting Visual Relationships With Deep Relational Networks CVPR code 125
Multi-Context Attention for Human Pose Estimation CVPR code 122
CREST: Convolutional Residual Learning for Visual Tracking ICCV code 122
Gradient Episodic Memory for Continual Learning NIPS code 122
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow ICCV code 119
Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach ICCV code 119
Segmentation-Aware Convolutional Networks Using Local Attention Masks ICCV code 118
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NIPS code 116
Value Prediction Network NIPS code 115
Bayesian Compression for Deep Learning NIPS code 115
DSAC - Differentiable RANSAC for Camera Localization CVPR code 115
Associative Domain Adaptation ICCV code 114
Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks CVPR code 114
Semantic Image Synthesis via Adversarial Learning ICCV code 112
Discriminative Correlation Filter With Channel and Spatial Reliability CVPR code 111
Hierarchical Attentive Recurrent Tracking NIPS code 111
SVDNet for Pedestrian Retrieval ICCV code 111
Deep Pyramidal Residual Networks CVPR code 110
PoseTrack: Joint Multi-Person Pose Estimation and Tracking CVPR code 109
Learning a Multi-View Stereo Machine NIPS code 108
Spatiotemporal Multiplier Networks for Video Action Recognition CVPR code 108
Good Semi-supervised Learning That Requires a Bad GAN NIPS code 107
Concrete Dropout NIPS code 107
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS code 106
Deep Watershed Transform for Instance Segmentation CVPR code 105
MemNet: A Persistent Memory Network for Image Restoration ICCV code 104
Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner ICCV code 104
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction CVPR code 103
Compressed Sensing using Generative Models ICML code 102
FeUdal Networks for Hierarchical Reinforcement Learning ICML code 102
Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation ICCV code 100
Deep Hyperspherical Learning NIPS code 100
Bayesian Optimization with Gradients NIPS code 100
Switching Convolutional Neural Network for Crowd Counting CVPR code 99
Working hard to know your neighbor's margins: Local descriptor learning loss NIPS code 97
Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS code 97
Video Frame Synthesis Using Deep Voxel Flow ICCV code 96
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression ICCV code 96
Detail-Revealing Deep Video Super-Resolution ICCV code 96
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation CVPR code 95
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR code 93
Interleaved Group Convolutions ICCV code 92
Adversarial Discriminative Domain Adaptation CVPR code 90
Task-based End-to-end Model Learning in Stochastic Optimization NIPS code 90
Learning to Compose Domain-Specific Transformations for Data Augmentation NIPS code 87
Semantic Autoencoder for Zero-Shot Learning CVPR code 85
AMC: Attention guided Multi-modal Correlation Learning for Image Search CVPR code 84
Decoupled Neural Interfaces using Synthetic Gradients ICML code 84
Fast-Slow Recurrent Neural Networks NIPS code 83
Genetic CNN ICCV code 82
GANs for Biological Image Synthesis ICCV code 82
Learning Combinatorial Optimization Algorithms over Graphs NIPS code 82
HashNet: Deep Learning to Hash by Continuation ICCV code 82
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS code 82
Representation Learning by Learning to Count ICCV code 81
Optical Flow in Mostly Rigid Scenes CVPR code 78
ECO: Efficient Convolution Operators for Tracking CVPR code 78
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search NIPS code 78
Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR code 78
Learning a Deep Embedding Model for Zero-Shot Learning CVPR code 77
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS code 76
Deeply-Learned Part-Aligned Representations for Person Re-Identification ICCV code 76
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation CVPR code 76
Deep Video Deblurring for Hand-Held Cameras CVPR code 75
A-NICE-MC: Adversarial Training for MCMC NIPS code 74
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR code 73
Local Binary Convolutional Neural Networks CVPR code 73
Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs ICCV code 73
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose CVPR code 73
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR code 73
Causal Effect Inference with Deep Latent-Variable Models NIPS code 72
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS code 72
Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR code 72
Query-Guided Regression Network With Context Policy for Phrase Grounding ICCV code 71
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning CVPR code 71
End-To-End Instance Segmentation With Recurrent Attention CVPR code 71
Hard-Aware Deeply Cascaded Embedding ICCV code 70
Constrained Policy Optimization ICML code 69
Learning Shape Abstractions by Assembling Volumetric Primitives CVPR code 68
Top-Down Visual Saliency Guided by Captions CVPR code 67
Feedback Networks CVPR code 66
Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS code 66
Unsupervised Video Summarization With Adversarial LSTM Networks CVPR code 65
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis CVPR code 65
Deep Image Harmonization CVPR code 65
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS code 65
What Actions Are Needed for Understanding Human Actions in Videos? ICCV code 64
Video Propagation Networks CVPR code 63
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR code 63
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR code 62
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals ICCV code 62
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR code 61
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification ICCV code 61
SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis ICCV code 60
Raster-To-Vector: Revisiting Floorplan Transformation ICCV code 60
Playing for Benchmarks ICCV code 60
Optical Flow Estimation Using a Spatial Pyramid Network CVPR code 60
Training Deep Networks without Learning Rates Through Coin Betting NIPS code 59
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS code 58
AdaGAN: Boosting Generative Models NIPS code 58
Convolutional Gaussian Processes NIPS code 57
Person Re-Identification in the Wild CVPR code 57
Quality Aware Network for Set to Set Recognition CVPR code 57
Dance Dance Convolution ICML code 56
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR code 56
Toward Controlled Generation of Text ICML code 56
Doubly Stochastic Variational Inference for Deep Gaussian Processes NIPS code 55
Online and Linear-Time Attention by Enforcing Monotonic Alignments ICML code 54
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR code 54
Full Resolution Image Compression With Recurrent Neural Networks CVPR code 54
Unsupervised Learning by Predicting Noise ICML code 54
End-To-End 3D Face Reconstruction With Deep Neural Networks CVPR code 54
Modeling Relationships in Referential Expressions With Compositional Modular Networks CVPR code 54
Factorized Bilinear Models for Image Recognition ICCV code 54
Image-To-Image Translation With Conditional Adversarial Networks CVPR code 53
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS code 53
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising ICCV code 53
Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models ICCV code 52
Deep Subspace Clustering Networks NIPS code 52
A Distributional Perspective on Reinforcement Learning ICML code 52
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS code 50
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes ICCV code 50
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR code 49
CoupleNet: Coupling Global Structure With Local Parts for Object Detection ICCV code 49
Curiosity-driven Exploration by Self-supervised Prediction ICML code 48
Learning Discrete Representations via Information Maximizing Self-Augmented Training ICML code 48
Deep IV: A Flexible Approach for Counterfactual Prediction ICML code 47
Triangle Generative Adversarial Networks NIPS code 47
Person Search With Natural Language Description CVPR code 47
Dense-Captioning Events in Videos ICCV code 47
SST: Single-Stream Temporal Action Proposals CVPR code 47
Towards Diverse and Natural Image Descriptions via a Conditional GAN ICCV code 47
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR code 46
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space CVPR code 46
Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS code 46
Learning Blind Motion Deblurring ICCV code 45
Grammar Variational Autoencoder ICML code 45
Predicting Deeper Into the Future of Semantic Segmentation ICCV code 45
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks CVPR code 45
Semantic Video CNNs Through Representation Warping ICCV code 43
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NIPS code 43
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS code 42
Video Pixel Networks ICML code 41
Learning Residual Images for Face Attribute Manipulation CVPR code 41
Neural Expectation Maximization NIPS code 41
EAST: An Efficient and Accurate Scene Text Detector CVPR code 41
Visual Translation Embedding Network for Visual Relation Detection CVPR code 40
Hybrid Reward Architecture for Reinforcement Learning NIPS code 40
Deriving Neural Architectures from Sequence and Graph Kernels ICML code 40
Adversarial Examples for Semantic Segmentation and Object Detection ICCV code 40
Localizing Moments in Video With Natural Language ICCV code 40
Modulating early visual processing by language NIPS code 39
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations CVPR code 39
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS code 39
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS code 39
Accurate Optical Flow via Direct Cost Volume Processing CVPR code 39
Semantic Compositional Networks for Visual Captioning CVPR code 38
Stabilizing Training of Generative Adversarial Networks through Regularization NIPS code 38
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing ICCV code 38
Neural Scene De-Rendering CVPR code 38
Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS code 38
Xception: Deep Learning With Depthwise Separable Convolutions CVPR code 38
Least Squares Generative Adversarial Networks ICCV code 37
On-Demand Learning for Deep Image Restoration ICCV code 37
Generalized Orderless Pooling Performs Implicit Salient Matching ICCV code 37
A Linear-Time Kernel Goodness-of-Fit Test NIPS code 37
Neural Episodic Control ICML code 37
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution ICCV code 36
Diversified Texture Synthesis With Feed-Forward Networks CVPR code 36
Unsupervised Adaptation for Deep Stereo ICCV code 36
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NIPS code 36
Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR code 36
Fast Fourier Color Constancy CVPR code 36
What's in a Question: Using Visual Questions as a Form of Supervision CVPR code 36
Face Normals "In-The-Wild" Using Fully Convolutional Networks CVPR code 35
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks ICML code 35
Template Matching With Deformable Diversity Similarity CVPR code 34
Comparative Evaluation of Hand-Crafted and Learned Local Features CVPR code 34
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling CVPR code 34
Temporal Generative Adversarial Nets With Singular Value Clipping ICCV code 34
Masked Autoregressive Flow for Density Estimation NIPS code 34
TALL: Temporal Activity Localization via Language Query ICCV code 33
Deep Spectral Clustering Learning ICML code 33
Real Time Image Saliency for Black Box Classifiers NIPS code 32
Structured Attentions for Visual Question Answering ICCV code 32
Structured Embedding Models for Grouped Data NIPS code 32
Conditional Image Synthesis with Auxiliary Classifier GANs ICML code 31
Unified Deep Supervised Domain Adaptation and Generalization ICCV code 31
Learning Detection With Diverse Proposals CVPR code 31
Dynamic Word Embeddings ICML code 30
Using Ranking-CNN for Age Estimation CVPR code 30
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML code 29
Learning to Generate Long-term Future via Hierarchical Prediction ICML code 29
Safe Model-based Reinforcement Learning with Stability Guarantees NIPS code 29
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis ICCV code 29
StyleNet: Generating Attractive Visual Captions With Styles CVPR code 28
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR code 28
Geometric Loss Functions for Camera Pose Regression With Deep Learning CVPR code 28
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR code 28
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks ICCV code 28
QMDP-Net: Deep Learning for Planning under Partial Observability NIPS code 28
The Statistical Recurrent Unit ICML code 27
LCNN: Lookup-Based Convolutional Neural Network CVPR code 27
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis CVPR code 27
GP CaKe: Effective brain connectivity with causal kernels NIPS code 27
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder CVPR code 27
Unsupervised Learning of Disentangled Representations from Video NIPS code 27
Semantic Image Inpainting With Deep Generative Models CVPR code 26
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations CVPR code 26
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training ICCV code 26
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR code 26
Learning Active Learning from Data NIPS code 26
Deep Transfer Learning with Joint Adaptation Networks ICML code 26
Continual Learning Through Synaptic Intelligence ICML code 26
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS code 25
Deep Learning on Lie Groups for Skeleton-Based Action Recognition CVPR code 25
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields CVPR code 25
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure NIPS code 25
DeepCD: Learning Deep Complementary Descriptors for Patch Representations ICCV code 25
State-Frequency Memory Recurrent Neural Networks ICML code 24
Learning Spread-Out Local Feature Descriptors ICCV code 24
Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR code 24
Hierarchical Boundary-Aware Neural Encoder for Video Captioning CVPR code 24
Shading Annotations in the Wild CVPR code 23
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation CVPR code 23
Learning to Detect Salient Objects With Image-Level Supervision CVPR code 23
YASS: Yet Another Spike Sorter NIPS code 23
Domain-Adaptive Deep Network Compression ICCV code 22
Reducing Reparameterization Gradient Variance NIPS code 22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer CVPR code 22
Exploiting Saliency for Object Segmentation From Image Level Labels CVPR code 22
Contrastive Learning for Image Captioning NIPS code 22
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR code 22
Temporal Context Network for Activity Localization in Videos ICCV code 21
Universal Adversarial Perturbations CVPR code 21
Hash Embeddings for Efficient Word Representations NIPS code 21
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR code 21
Zero-Order Reverse Filtering ICCV code 21
Interspecies Knowledge Transfer for Facial Keypoint Detection CVPR code 21
No Fuss Distance Metric Learning Using Proxies ICCV code 21
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS code 21
Joint distribution optimal transportation for domain adaptation NIPS code 21
Deep Mean-Shift Priors for Image Restoration NIPS code 20
Neural Message Passing for Quantum Chemistry ICML code 20
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS code 20
Straight to Shapes: Real-Time Detection of Encoded Shapes CVPR code 20
Weakly-Supervised Learning of Visual Relations ICCV code 20
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling CVPR code 20
Learning Continuous Semantic Representations of Symbolic Expressions ICML code 20
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues ICCV code 20
Asymmetric Tri-training for Unsupervised Domain Adaptation ICML code 20
Deep Growing Learning ICCV code 19
Learning High Dynamic Range From Outdoor Panoramas ICCV code 19
Adversarial Feature Matching for Text Generation ICML code 19
Real-Time Neural Style Transfer for Videos CVPR code 19
The Numerics of GANs NIPS code 19
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML code 19
Dense Captioning With Joint Inference and Visual Context CVPR code 19
Learning to Pivot with Adversarial Networks NIPS code 19
When Unsupervised Domain Adaptation Meets Tensor Representations ICCV code 18
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML code 18
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization ICCV code 18
Stochastic Generative Hashing ICML code 18
Context Selection for Embedding Models NIPS code 18
Image Super-Resolution Using Dense Skip Connections ICCV code 18
Scene Parsing With Global Context Embedding ICCV code 17
Towards Accurate Multi-Person Pose Estimation in the Wild CVPR code 17
Predictive-Corrective Networks for Action Detection CVPR code 17
DualNet: Learn Complementary Features for Image Recognition ICCV code 17
Open Set Domain Adaptation ICCV code 17
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR code 17
A Bayesian Data Augmentation Approach for Learning Deep Models NIPS code 17
Structured Generative Adversarial Networks NIPS code 17
Joint Gap Detection and Inpainting of Line Drawings CVPR code 17
Dual Discriminator Generative Adversarial Nets NIPS code 17
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR code 16
Attentive Semantic Video Generation Using Captions ICCV code 16
Neural system identification for large populations separating “what” and “where” NIPS code 16
Zero-Inflated Exponential Family Embeddings ICML code 16
Learning Dynamic Siamese Network for Visual Object Tracking ICCV code 16
FALKON: An Optimal Large Scale Kernel Method NIPS code 16
Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR code 16
Learning Compact Geometric Features ICCV code 16
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML code 16
Event-Based Visual Inertial Odometry CVPR code 16
Automatic Discovery of the Statistical Types of Variables in a Dataset ICML code 15
DropoutNet: Addressing Cold Start in Recommender Systems NIPS code 15
Incremental Learning of Object Detectors Without Catastrophic Forgetting ICCV code 15
Shallow Updates for Deep Reinforcement Learning NIPS code 15
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks CVPR code 15
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NIPS code 15
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS code 15
Deep Learning with Topological Signatures NIPS code 14
BIER - Boosting Independent Embeddings Robustly ICCV code 14
Automatic Spatially-Aware Fashion Concept Discovery ICCV code 14
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS code 14
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification CVPR code 14
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution ICCV code 14
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS code 14
Off-policy evaluation for slate recommendation NIPS code 14
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing CVPR code 14
Structure-Measure: A New Way to Evaluate Foreground Maps ICCV code 14
Label Distribution Learning Forests NIPS code 14
POSEidon: Face-From-Depth for Driver Pose Estimation CVPR code 14
Captioning Images With Diverse Objects CVPR code 14
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks ICCV code 14
Few-Shot Learning Through an Information Retrieval Lens NIPS code 14
Learning Spherical Convolution for Fast Features from 360° Imagery NIPS code 13
Multi-Information Source Optimization NIPS code 13
Spherical convolutions and their application in molecular modelling NIPS code 13
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems ICCV code 13
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes CVPR code 13
Weakly Supervised Affordance Detection CVPR code 13
Recurrent 3D Pose Sequence Machines CVPR code 13
Variational Dropout Sparsifies Deep Neural Networks ICML code 13
Deep Metric Learning via Facility Location CVPR code 13
RoomNet: End-To-End Room Layout Estimation ICCV code 13
Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations ICCV code 12
Multigrid Neural Architectures CVPR code 12
Deep Supervised Discrete Hashing NIPS code 12
Realistic Dynamic Facial Textures From a Single Image Using GANs ICCV code 12
Coordinated Multi-Agent Imitation Learning ICML code 12
Streaming Sparse Gaussian Process Approximations NIPS code 12
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS code 12
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation ICCV code 12
Deep Cross-Modal Hashing CVPR code 12
Convexified Convolutional Neural Networks ICML code 12
Wasserstein Generative Adversarial Networks ICML code 12
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS code 12
Light Field Blind Motion Deblurring CVPR code 12
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval ICCV code 11
Joint Learning of Object and Action Detectors ICCV code 11
Awesome Typography: Statistics-Based Text Effects Transfer CVPR code 11
Predictive State Recurrent Neural Networks NIPS code 11
Generalized Deep Image to Image Regression CVPR code 11
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NIPS code 11
Consensus Convolutional Sparse Coding ICCV code 11
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning ICCV code 11
StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR code 11
Federated Multi-Task Learning NIPS code 11
Convolutional Neural Network Architecture for Geometric Matching CVPR code 11
Learning Diverse Image Colorization CVPR code 11
Neural Face Editing With Intrinsic Image Disentangling CVPR code 11
On Fairness and Calibration NIPS code 11
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NIPS code 11
Asynchronous Stochastic Gradient Descent with Delay Compensation ICML code 10
Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective ICCV code 10
Learning Motion Patterns in Videos CVPR code 10
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NIPS code 10
Scalable Log Determinants for Gaussian Process Kernel Learning NIPS code 10
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection CVPR code 10
IM2CAD CVPR code 10
Differential Angular Imaging for Material Recognition CVPR code 10
High-Order Attention Models for Visual Question Answering NIPS code 10
Non-Local Deep Features for Salient Object Detection CVPR code 10
Attentional Correlation Filter Network for Adaptive Visual Tracking CVPR code 9
Gradient descent GAN optimization is locally stable NIPS code 9
Learned Contextual Feature Reweighting for Image Geo-Localization CVPR code 9
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NIPS code 9
Confident Multiple Choice Learning ICML code 9
Surface Normals in the Wild ICCV code 9
Removing Rain From Single Images via a Deep Detail Network CVPR code 9
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents CVPR code 9
CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training ICCV code 9
Do Deep Neural Networks Suffer from Crowding? NIPS code 9
VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization ICCV code 9
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS code 9
Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection ICCV code 9
Fisher GAN NIPS code 9
f-GANs in an Information Geometric Nutshell NIPS code 9
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur CVPR code 9
Gaze Embeddings for Zero-Shot Image Classification CVPR code 8
A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras ICCV code 8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NIPS code 8
Revisiting IM2GPS in the Deep Learning Era ICCV code 8
Affinity Clustering: Hierarchical Clustering at Scale NIPS code 8
Curriculum Dropout ICCV code 8
Predicting Human Activities Using Stochastic Grammar ICCV code 8
Neural Aggregation Network for Video Face Recognition CVPR code 8
Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization ICCV code 8
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation NIPS code 8
Cost efficient gradient boosting NIPS code 8
Introspective Neural Networks for Generative Modeling ICCV code 8
Max-value Entropy Search for Efficient Bayesian Optimization ICML code 8
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability ICML code 8
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR code 7
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR code 7
Diverse Image Annotation CVPR code 7
Lost Relatives of the Gumbel Trick ICML code 7
Benchmarking Denoising Algorithms With Real Photographs CVPR code 7
Online multiclass boosting NIPS code 7
A Hierarchical Approach for Generating Descriptive Image Paragraphs CVPR code 7
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images ICCV code 7
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS code 6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS code 6
Improving Training of Deep Neural Networks via Singular Value Bounding CVPR code 6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS code 6
Model-Powered Conditional Independence Test NIPS code 6
Deep Crisp Boundaries CVPR code 6
Following Gaze in Video ICCV code 6
Reasoning About Fine-Grained Attribute Phrases Using Reference Games ICCV code 6
DeepNav: Learning to Navigate Large Cities CVPR code 6
Multi-Label Image Recognition by Recurrently Discovering Attentional Regions ICCV code 6
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition CVPR code 6
Personalized Image Aesthetics ICCV code 6
Building a Regular Decision Boundary With Deep Networks CVPR code 6
Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction ICCV code 6
Optimized Pre-Processing for Discrimination Prevention NIPS code 6
Bayesian inference on random simple graphs with power law degree distributions ICML code 6
Tensor Biclustering NIPS code 6
End-To-End Learning of Geometry and Context for Deep Stereo Regression ICCV code 6
Diving into the shallows: a computational perspective on large-scale shallow learning NIPS code 5
Centered Weight Normalization in Accelerating Training of Deep Neural Networks ICCV code 5
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition ICCV code 5
Viraliency: Pooling Local Virality CVPR code 5
Rotation Equivariant Vector Field Networks ICCV code 5
Testing and Learning on Distributions with Symmetric Noise Invariance NIPS code 5
Recursive Sampling for the Nystrom Method NIPS code 5
Unsupervised Monocular Depth Estimation With Left-Right Consistency CVPR code 5
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification CVPR code 5
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS code 5
Riemannian approach to batch normalization NIPS code 5
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS code 5
Sparse convolutional coding for neuronal assembly detection NIPS code 5
K-Medoids For K-Means Seeding NIPS code 5
Learning Algorithms for Active Learning ICML code 5
Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation ICCV code 5
DeepPermNet: Visual Permutation Learning CVPR code 5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS code 5
RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos ICCV code 5
Cross-Modality Binary Code Learning via Fusion Similarity Hashing CVPR code 5
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR code 5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS code 5
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR code 5
The World of Fast Moving Objects CVPR code 5
Forecasting Human Dynamics From Static Images CVPR code 4
Understanding Black-box Predictions via Influence Functions ICML code 4
Cognitive Mapping and Planning for Visual Navigation CVPR code 4
Bottleneck Conditional Density Estimation ICML code 4
Robust Adversarial Reinforcement Learning ICML code 4
Global optimization of Lipschitz functions ICML code 4
Question Asking as Program Generation NIPS code 4
Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML code 4
Attention-Aware Face Hallucination via Deep Reinforcement Learning CVPR code 4
Discover and Learn New Objects From Documentaries CVPR code 4
Joint Discovery of Object States and Manipulation Actions ICCV code 4
From Bayesian Sparsity to Gated Recurrent Nets NIPS code 4
Object Co-Skeletonization With Co-Segmentation CVPR code 4
Regret Minimization in MDPs with Options without Prior Knowledge NIPS code 4
Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning ICCV code 4
Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization ICCV code 4
From Red Wine to Red Tomato: Composition With Context CVPR code 4
Pose-Aware Person Recognition CVPR code 4
Active Decision Boundary Annotation With Deep Generative Models ICCV code 4
Differentially private Bayesian learning on distributed data NIPS code 4
Decoupling "when to update" from "how to update" NIPS code 4
Tensor Belief Propagation ICML code 3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs NIPS code 3
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach CVPR code 3
Large Margin Object Tracking With Circulant Feature Maps CVPR code 3
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System NIPS code 3
Learning From Video and Text via Large-Scale Discriminative Clustering ICCV code 3
Self-Organized Text Detection With Minimal Post-Processing via Border Learning ICCV code 3
Aesthetic Critiques Generation for Photos ICCV code 3
Encoder Based Lifelong Learning ICCV code 3
ROAM: A Rich Object Appearance Model With Application to Rotoscoping CVPR code 3
Alternating Direction Graph Matching CVPR code 3
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning NIPS code 3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms NIPS code 3
Multi-way Interacting Regression via Factorization Machines NIPS code 3
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework ICCV code 3
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs NIPS code 3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NIPS code 3
Loss Max-Pooling for Semantic Image Segmentation CVPR code 3
A Unified View of Multi-Label Performance Measures ICML code 3
Predicting Salient Face in Multiple-Face Videos CVPR code 3
Compatible Reward Inverse Reinforcement Learning NIPS code 3
Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML code 3
Look, Listen and Learn ICCV code 2
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms NIPS code 2
Beyond Filters: Compact Feature Map for Portable Deep Model ICML code 2
Count-Based Exploration with Neural Density Models ICML code 2
High Order Tensor Formulation for Convolutional Sparse Coding ICCV code 2
Asynchronous Distributed Variational Gaussian Processes for Regression ICML code 2
Hide-And-Seek: Forcing a Network to Be Meticulous for Weakly-Supervised Object and Action Localization ICCV code 2
Device Placement Optimization with Reinforcement Learning ICML code 2
Counting Everyday Objects in Everyday Scenes CVPR code 2
Scalable Levy Process Priors for Spectral Kernel Learning NIPS code 2
AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML code 2
Low-Dimensionality Calibration Through Local Anisotropic Scaling for Robust Hand Model Personalization ICCV code 2
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image CVPR code 2
Simultaneous Stereo Video Deblurring and Scene Flow Estimation CVPR code 2
Batched High-dimensional Bayesian Optimization via Structural Kernel Learning ICML code 2
From Patches to Images: A Nonparametric Generative Model ICML code 2
Deep View Morphing CVPR code 2
Leveraging Node Attributes for Incomplete Relational Data ICML code 2
A Simple yet Effective Baseline for 3D Human Pose Estimation ICCV code 2
Lip Reading Sentences in the Wild CVPR code 2
Sub-sampled Cubic Regularization for Non-convex Optimization ICML code 2
Generative Hierarchical Learning of Sparse FRAME Models CVPR code 2
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval NIPS code 2
Dropout Inference in Bayesian Neural Networks with Alpha-divergences ICML code 2
Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries CVPR code 2
Learning to Super-Resolve Blurry Face and Text Images ICCV code 2
Efficient Algorithms for Moral Lineage Tracing ICCV code 2
Multi-Task Learning for Contextual Bandits NIPS code 2
On Structured Prediction Theory with Calibrated Convex Surrogate Losses NIPS code 2
Learning for Active 3D Mapping ICCV code 2
Extreme Clicking for Efficient Object Annotation ICCV code 2
Learning Non-Maximum Suppression CVPR code 2
Adversarial Surrogate Losses for Ordinal Regression NIPS code 2
Rolling-Shutter-Aware Differential SfM and Image Rectification ICCV code 2
AOD-Net: All-In-One Dehazing Network ICCV code 2
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval CVPR code 2
Convex Global 3D Registration With Lagrangian Duality CVPR code 2
Linearly constrained Gaussian processes NIPS code 1
Generative Local Metric Learning for Kernel Regression NIPS code 1
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection CVPR code 1
Online control of the false discovery rate with decaying memory NIPS code 1
On Calibration of Modern Neural Networks ICML code 1
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities NIPS code 1
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees NIPS code 1
Generative Modeling of Audible Shapes for Object Perception ICCV code 1
Expert Gate: Lifelong Learning With a Network of Experts CVPR code 1
Differentially Private Clustering in High-Dimensional Euclidean Spaces ICML code 1
Minimum Delay Moving Object Detection CVPR code 1
Stochastic Gradient Monomial Gamma Sampler ICML code 1
Model evidence from nonequilibrium simulations NIPS code 1
A Joint Intrinsic-Extrinsic Prior Model for Retinex ICCV code 1
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR code 1
Learning Object Interactions and Descriptions for Semantic Image Segmentation CVPR code 1
Discovering Potential Correlations via Hypercontractivity NIPS code 1
Priv’IT: Private and Sample Efficient Identity Testing ICML code 1
MEC: Memory-efficient Convolution for Deep Neural Network ICML code 1
Deep Adaptive Image Clustering ICCV code 1
DSLR-Quality Photos on Mobile Devices With Deep Convolutional Networks ICCV code 1
Inhomogeneous Hypergraph Clustering with Applications NIPS code 1
Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings ICCV code 1
Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution CVPR code 1
Directionally Convolutional Networks for 3D Shape Segmentation ICCV code 1
Adversarial PoseNet: A Structure-Aware Convolutional Network for Human Pose Estimation ICCV code 1
Permutation-based Causal Inference Algorithms with Interventions NIPS code 1
Follow the Moving Leader in Deep Learning ICML code 1
Geodesic Distance Descriptors CVPR code 1
Matrix Norm Estimation from a Few Entries NIPS code 1
On clustering network-valued data NIPS code 1
Deep Affordance-Grounded Sensorimotor Object Recognition CVPR code 1
Collaborative Deep Learning in Fixed Topology Networks NIPS code 1
Robust Budget Allocation via Continuous Submodular Functions ICML code 1
Unrolling the Shutter: CNN to Correct Motion Distortions CVPR code 1
S3Pool: Pooling With Stochastic Spatial Sampling CVPR code 1
Adaptive Batch Size for Safe Policy Gradients NIPS code 1
Learning Background-Aware Correlation Filters for Visual Tracking ICCV code 1
Saliency Pattern Detection by Ranking Structured Trees ICCV code 1
MarioQA: Answering Questions by Watching Gameplay Videos ICCV code 1
ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond ICCV code 1
Fitting Low-Rank Tensors in Constant Time NIPS code 1
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS code 1
Gated Feedback Refinement Network for Dense Image Labeling CVPR code 1

2016

Title Conf Code Stars
R-FCN: Object Detection via Region-based Fully Convolutional Networks NIPS code 16301
Image Style Transfer Using Convolutional Neural Networks CVPR code 16098
Deep Residual Learning for Image Recognition CVPR code 4137
Convolutional Pose Machines CVPR code 2897
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR code 700
Synthetic Data for Text Localisation in Natural Images CVPR code 663
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR code 416
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking CVPR code 334
Learning Deep Features for Discriminative Localization CVPR code 306
Convolutional Two-Stream Network Fusion for Video Action Recognition CVPR code 295
Deep Metric Learning via Lifted Structured Feature Embedding CVPR code 229
Learning Deep Representations of Fine-Grained Visual Descriptions CVPR code 208
Eye Tracking for Everyone CVPR code 185
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition CVPR code 168
Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR code 166
Staple: Complementary Learners for Real-Time Tracking CVPR code 165
Accurate Image Super-Resolution Using Very Deep Convolutional Networks CVPR code 163
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs CVPR code 159
LocNet: Improving Localization Accuracy for Object Detection CVPR code 151
Shallow and Deep Convolutional Networks for Saliency Prediction CVPR code 142
Compact Bilinear Pooling CVPR code 141
Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks CVPR code 139
Rethinking the Inception Architecture for Computer Vision CVPR code 129
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images CVPR code 121
Dynamic Image Networks for Action Recognition CVPR code 117
Context Encoders: Feature Learning by Inpainting CVPR code 113
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR code 107
Natural Language Object Retrieval CVPR code 94
Weakly Supervised Deep Detection Networks CVPR code 89
Deeply-Recursive Convolutional Network for Image Super-Resolution CVPR code 86
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction CVPR code 85
A Comparative Study for Single Image Blind Deblurring CVPR code 77
Neural Module Networks CVPR code 75
Recurrent Convolutional Network for Video-Based Person Re-Identification CVPR code 75
Stacked Attention Networks for Image Question Answering CVPR code 71
Progressive Prioritized Multi-View Stereo CVPR code 69
A Hierarchical Deep Temporal Model for Group Activity Recognition CVPR code 66
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction CVPR code 64
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network CVPR code 63
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs CVPR code 63
Towards Open Set Deep Networks CVPR code 61
Bilateral Space Video Segmentation CVPR code 59
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR code 52
Video Segmentation via Object Flow CVPR code 48
Efficient 3D Room Shape Recovery From a Single Panorama CVPR code 48
CRAFT Objects From Images CVPR code 40
Slicing Convolutional Neural Network for Crowd Video Understanding CVPR code 40
Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR code 38
Deep Supervised Hashing for Fast Image Retrieval CVPR code 34
Sketch Me That Shoe CVPR code 34
A Dual-Source Approach for 3D Pose Estimation From a Single Image CVPR code 32
Image Captioning With Semantic Attention CVPR code 31
Deep Saliency With Encoded Low Level Distance Map and High Level Features CVPR code 30
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation CVPR code 29
Non-Local Image Dehazing CVPR code 29
Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions CVPR code 28
Structured Feature Learning for Pose Estimation CVPR code 27
Unsupervised Learning of Edges CVPR code 26
PatchBatch: A Batch Augmented Loss for Optical Flow CVPR code 26
Actionness Estimation Using Hybrid Fully Convolutional Networks CVPR code 24
Recurrent Attention Models for Depth-Based Person Identification CVPR code 24
Ordinal Regression With Multiple Output CNN for Age Estimation CVPR code 24
Fast Training of Triplet-Based Deep Binary Embedding Networks CVPR code 22
Dense Human Body Correspondences Using Convolutional Networks CVPR code 21
You Only Look Once: Unified, Real-Time Object Detection CVPR code 21
First Person Action Recognition Using Deep Learned Descriptors CVPR code 20
Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World CVPR code 20
Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR code 17
Proposal Flow CVPR code 17
Scale-Aware Alignment of Hierarchical Image Segmentation CVPR code 16
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR code 15
Structure From Motion With Objects CVPR code 15
Semantic Segmentation With Boundary Neural Fields CVPR code 15
Quantized Convolutional Neural Networks for Mobile Devices CVPR code 14
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network CVPR code 14
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements CVPR code 13
Interactive Segmentation on RGBD Images via Cue Selection CVPR code 12
Semantic Filtering CVPR code 12
Similarity Learning With Spatial Constraints for Person Re-Identification CVPR code 11
Personalizing Human Video Pose Estimation CVPR code 10
Automatic Content-Aware Color and Tone Stylization CVPR code 9
Region Ranking SVM for Image Classification CVPR code 8
Unsupervised Learning From Narrated Instruction Videos CVPR code 7
Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR code 7
Visually Indicated Sounds CVPR code 7
Detecting Migrating Birds at Night CVPR code 7
Where to Look: Focus Regions for Visual Question Answering CVPR code 7
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR code 6
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR code 6
3D Shape Attributes CVPR code 6
Efficient and Robust Color Consistency for Community Photo Collections CVPR code 6
Learning a Discriminative Null Space for Person Re-Identification CVPR code 5
Functional Faces: Groupwise Dense Correspondence Using Functional Maps CVPR code 5
Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals CVPR code 5
Visual Tracking Using Attention-Modulated Disintegration and Integration CVPR code 5
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR code 5
Improving Human Action Recognition by Non-Action Classification CVPR code 4
Efficient Deep Learning for Stereo Matching CVPR code 4
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR code 4
Prior-Less Compressible Structure From Motion CVPR code 4
Globally Optimal Manhattan Frame Estimation in Real-Time CVPR code 4
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration CVPR code 3
DenseCap: Fully Convolutional Localization Networks for Dense Captioning CVPR code 3
Force From Motion: Decoding Physical Sensation in a First Person Video CVPR code 3
Recurrent Attentional Networks for Saliency Detection CVPR code 3
Inferring Forces and Learning Human Utilities From Videos CVPR code 2
Efficient Globally Optimal 2D-To-3D Deformable Shape Matching CVPR code 2
Weakly Supervised Object Localization With Progressive Domain Adaptation CVPR code 2
An Egocentric Look at Video Photographer Identity CVPR code 2
Moral Lineage Tracing CVPR code 2
Cross-Stitch Networks for Multi-Task Learning CVPR code 2
Less Is More: Zero-Shot Learning From Online Textual Documents With Noise Suppression CVPR code 2
Joint Recovery of Dense Correspondence and Cosegmentation in Two Images CVPR code 2
Laplacian Patch-Based Image Synthesis CVPR code 1
3D Part-Based Sparse Tracker With Automatic Synchronization and Registration CVPR code 1
Fast Algorithms for Convolutional Neural Networks CVPR code 1
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions CVPR code 1
Video-Story Composition via Plot Analysis CVPR code 1
Fast Zero-Shot Image Tagging CVPR code 1
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks CVPR code 1

2015

Title Conf Code Stars
Faster R-CNN: Towards Real-Time Object Detectionwith Region Proposal Networks NIPS code 16301
Fast R-CNN ICCV code 16301
Conditional Random Fields as Recurrent Neural Networks ICCV code 1153
Fully Convolutional Networks for Semantic Segmentation CVPR code 817
Learning Deconvolution Network for Semantic Segmentation ICCV code 289
Learning to Compare Image Patches via Convolutional Neural Networks CVPR code 279
Learning to Track: Online Multi-Object Tracking by Decision Making ICCV code 279
Single Image Super-Resolution From Transformed Self-Exemplars CVPR code 251
Sequence to Sequence - Video to Text ICCV code 228
Deep Neural Decision Forests ICCV code 180
Hierarchical Convolutional Features for Visual Tracking ICCV code 177
Deep Colorization ICCV code 162
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views ICCV code 157
Realtime Edge-Based Visual Odometry for a Monocular Camera ICCV code 156
Understanding Deep Image Representations by Inverting Them CVPR code 152
Context-Aware CNNs for Person Head Detection ICCV code 140
Face Alignment by Coarse-to-Fine Shape Searching CVPR code 132
Show and Tell: A Neural Image Caption Generator CVPR code 128
An Improved Deep Learning Architecture for Person Re-Identification CVPR code 120
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV code 108
FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR code 97
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion ICCV code 94
Learning to Propose Objects CVPR code 89
Learning Spatially Regularized Correlation Filters for Visual Tracking ICCV code 75
DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time CVPR code 75
A Convolutional Neural Network Cascade for Face Detection CVPR code 72
Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV code 67
Unsupervised Visual Representation Learning by Context Prediction ICCV code 67
Saliency Detection by Multi-Context Deep Learning CVPR code 62
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images CVPR code 61
Deep Filter Banks for Texture Recognition and Segmentation CVPR code 56
Finding Action Tubes CVPR code 47
Category-Specific Object Reconstruction From a Single Image CVPR code 44
Multi-Objective Convolutional Learning for Face Labeling CVPR code 43
Learning From Massive Noisy Labeled Data for Image Classification CVPR code 42
P-CNN: Pose-Based CNN Features for Action Recognition ICCV code 39
Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture ICCV code 34
Convolutional Color Constancy ICCV code 34
Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models ICCV code 32
Face Flow ICCV code 32
Neural Activation Constellations: Unsupervised Part Model Discovery With Convolutional Networks ICCV code 32
Mid-Level Deep Pattern Mining CVPR code 32
VQA: Visual Question Answering ICCV code 32
Image Specificity CVPR code 31
TILDE: A Temporally Invariant Learned DEtector CVPR code 30
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization ICCV code 28
Deeply Learned Attributes for Crowded Scene Understanding CVPR code 28
Fast Bilateral-Space Stereo for Synthetic Defocus CVPR code 28
In Defense of Color-Based Model-Free Tracking CVPR code 27
Parsimonious Labeling ICCV code 26
Recurrent Convolutional Neural Network for Object Recognition CVPR code 26
Viewpoints and Keypoints CVPR code 25
Unconstrained 3D Face Reconstruction CVPR code 24
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition CVPR code 24
Going Deeper With Convolutions CVPR code 23
Data-Driven 3D Voxel Patterns for Object Category Recognition CVPR code 23
Holistically-Nested Edge Detection ICCV code 21
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR code 21
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues CVPR code 20
Phase-Based Frame Interpolation for Video CVPR code 20
Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset) CVPR code 19
Understanding Deep Features With Computer-Generated Imagery ICCV code 18
Learning Large-Scale Automatic Image Colorization ICCV code 17
HICO: A Benchmark for Recognizing Human-Object Interactions in Images ICCV code 17
Semantic Component Analysis ICCV code 17
Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR code 16
3D Object Reconstruction From Hand-Object Interactions ICCV code 15
Learning Temporal Embeddings for Complex Video Analysis ICCV code 14
Learning to See by Moving ICCV code 13
Oriented Edge Forests for Boundary Detection CVPR code 13
Structured Feature Selection ICCV code 12
Reflection Removal Using Ghosting Cues CVPR code 11
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification CVPR code 11
Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV code 10
Appearance-Based Gaze Estimation in the Wild CVPR code 9
High Quality Structure From Small Motion for Rolling Shutter Cameras ICCV code 9
Boosting Object Proposals: From Pascal to COCO ICCV code 8
Unsupervised Learning of Visual Representations Using Videos ICCV code 8
Convolutional Channel Features ICCV code 8
Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR code 8
Partial Person Re-Identification ICCV code 7
Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning ICCV code 6
Finding Distractors In Images CVPR code 6
Live Repetition Counting ICCV code 6
Long-Term Correlation Tracking CVPR code 6
Towards Open World Recognition CVPR code 6
Pooled Motion Features for First-Person Videos CVPR code 6
What Makes an Object Memorable? ICCV code 5
Learning a Descriptor-Specific 3D Keypoint Detector ICCV code 5
Mining Semantic Affordances of Visual Object Categories CVPR code 5
Supervised Discrete Hashing CVPR code 5
Dense Semantic Correspondence Where Every Pixel is a Classifier ICCV code 5
Piecewise Flat Embedding for Image Segmentation ICCV code 5
Simultaneous Deep Transfer Across Domains and Tasks ICCV code 4
Superdifferential Cuts for Binary Energies CVPR code 4
Pose Induction for Novel Object Categories ICCV code 4
Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV code 4
Multi-View Convolutional Neural Networks for 3D Shape Recognition ICCV code 4
Simultaneous Video Defogging and Stereo Reconstruction CVPR code 3
Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing ICCV code 3
Minimum Barrier Salient Object Detection at 80 FPS ICCV code 3
Hyperspectral Super-Resolution by Coupled Spectral Unmixing ICCV code 3
Oriented Object Proposals ICCV code 3
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR code 3
CIDEr: Consensus-Based Image Description Evaluation CVPR code 2
Adaptive As-Natural-As-Possible Image Stitching CVPR code 2
Multi-Label Cross-Modal Retrieval ICCV code 2
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR code 2
Structural Sparse Tracking CVPR code 2
kNN Hashing With Factorized Neighborhood Representation ICCV code 2
Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos ICCV code 2
Robust Saliency Detection via Regularized Random Walks Ranking CVPR code 2
Interpolation on the Manifold of K Component GMMs ICCV code 2
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids ICCV code 2
Image Retrieval Using Scene Graphs CVPR code 2
Online Sketching Hashing CVPR code 2
Robust Optimization for Deep Regression ICCV code 1
Self-Occlusions and Disocclusions in Causal Video Object Segmentation ICCV code 1
Fast and Effective L0 Gradient Minimization by Region Fusion ICCV code 1
Learning Spatiotemporal Features With 3D Convolutional Networks ICCV code 1
Computing the Stereo Matching Cost With a Convolutional Neural Network CVPR code 1
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV code 1
Latent Trees for Estimating Intensity of Facial Action Units CVPR code 1
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising ICCV code 1
Unsupervised Semantic Parsing of Video Collections ICCV code 1
Contour Box: Rejecting Object Proposals Without Explicit Closed Contours ICCV code 1
Deep Visual-Semantic Alignments for Generating Image Descriptions CVPR code 1

2014

Title Conf Code Stars
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation CVPR code 1592
Locally Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR code 400
Clothing Co-Parsing by Joint Image Segmentation and Labeling CVPR code 187
Multiscale Combinatorial Grouping CVPR code 170
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR code 148
Cross-Scale Cost Aggregation for Stereo Matching CVPR code 93
Deep Learning Face Representation from Predicting 10,000 Classes CVPR code 57
BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR code 41
3D Reconstruction from Accidental Motion CVPR code 35
Predicting Matchability CVPR code 33
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR code 31
Dense Semantic Image Segmentation with Objects and Attributes CVPR code 27
Scene-Independent Group Profiling in Crowd CVPR code 27
Transfer Joint Matching for Unsupervised Domain Adaptation CVPR code 26
Adaptive Color Attributes for Real-Time Visual Tracking CVPR code 22
Shrinkage Fields for Effective Image Restoration CVPR code 22
Learning Mid-level Filters for Person Re-identification CVPR code 19
Minimal Scene Descriptions from Structure from Motion Models CVPR code 17
Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow CVPR code 16
Product Sparse Coding CVPR code 15
Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models CVPR code 14
Nonparametric Part Transfer for Fine-grained Recognition CVPR code 13
Parallax-tolerant Image Stitching CVPR code 12
StoryGraphs: Visualizing Character Interactions as a Timeline CVPR code 12
Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR code 11
Scalable Multitask Representation Learning for Scene Classification CVPR code 11
Collaborative Hashing CVPR code 6
Reconstructing PASCAL VOC CVPR code 6
Investigating Haze-relevant Features in A Learning Framework for Image Dehazing CVPR code 6
Tell Me What You See and I will Show You Where It Is CVPR code 5
Salient Region Detection via High-Dimensional Color Transform CVPR code 4
Generalized Max Pooling CVPR code 2
Subspace Clustering for Sequential Data CVPR code 2
Learning to Group Objects CVPR code 1

2013

Title Conf Code Stars
A generic decentralized trust management framework SPE code 5