Machine learning papers with related code and data for easy reference ...

Table

Title	Conf	Code	Data
Video-to-Video Synthesis	NIPS	code
Deep Image Prior	CVPR	code
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation	CVPR	code
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	ECCV	code
Learning to See in the Dark	CVPR	code
Glow: Generative Flow with Invertible 1x1 Convolutions	NIPS	code
Squeeze-and-Excitation Networks	CVPR	code
Efficient Neural Architecture Search via Parameters Sharing	ICML	code
Multimodal Unsupervised Image-to-image Translation	ECCV	code
Non-Local Neural Networks	CVPR	code
Image Generation From Scene Graphs	CVPR	code
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?	CVPR	code
Single-Shot Refinement Neural Network for Object Detection	CVPR	code
GANimation: Anatomically-aware Facial Animation from a Single Image	ECCV	code
Detect-and-Track: Efficient Pose Estimation in Videos	CVPR	code
Relation Networks for Object Detection	CVPR	code
PointCNN	NIPS	code
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	ICML	code
Simple Baselines for Human Pose Estimation and Tracking	ECCV	code
Taskonomy: Disentangling Task Transfer Learning	CVPR	code
Which Training Methods for GANs do actually Converge?	ICML	code
Cascaded Pyramid Network for Multi-Person Pose Estimation	CVPR	code
Pelee: A Real-Time Object Detection System on Mobile Devices	NIPS	code
Generative Image Inpainting With Contextual Attention	CVPR	code
Neural 3D Mesh Renderer	CVPR	code
Look at Boundary: A Boundary-Aware Face Alignment Algorithm	CVPR	code
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs	CVPR	code
End-to-End Recovery of Human Shape and Pose	CVPR	code
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs	CVPR	code
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	ECCV	code
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	CVPR	code
Distractor-aware Siamese Networks for Visual Object Tracking	ECCV	code
Frustum PointNets for 3D Object Detection From RGB-D Data	CVPR	code
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++	CVPR	code
Gibson Env: Real-World Perception for Embodied Agents	CVPR	code
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning	CVPR	code
Soccer on Your Tabletop	CVPR	code
Noise2Noise: Learning Image Restoration without Clean Data	ICML	code
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose	CVPR	code
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation	CVPR	code
Neural Baby Talk	CVPR	code
Acquisition of Localization Confidence for Accurate Object Detection	ECCV	code
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks	CVPR	code
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume	CVPR	code
Fast End-to-End Trainable Guided Filter	CVPR	code
Adversarially Regularized Autoencoders	ICML	code
License Plate Detection and Recognition in Unconstrained Scenarios	ECCV	code
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors	CVPR	code
Supervising Unsupervised Learning	NIPS	code
Pyramid Stereo Matching Network	CVPR	code
Convolutional Neural Networks With Alternately Updated Clique	CVPR	code
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs	CVPR	code
Neural Relational Inference for Interacting Systems	ICML	code
Learning to Adapt Structured Output Space for Semantic Segmentation	CVPR	code
An intriguing failing of convolutional neural networks and the CoordConv solution	NIPS	code
Learning to Segment Every Thing	CVPR	code
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation	CVPR	code
End-to-End Learning of Motion Representation for Video Understanding	CVPR	code
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images	ECCV	code
Bilinear Attention Networks	NIPS	code
Iterative Visual Reasoning Beyond Convolutions	CVPR	code
Semi-Parametric Image Synthesis	CVPR	code
A Style-Aware Content Loss for Real-time HD Style Transfer	ECCV	code
Style Aggregated Network for Facial Landmark Detection	CVPR	code
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping	CVPR	code
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models	ICML	code
Referring Relationships	CVPR	code
MoCoGAN: Decomposing Motion and Content for Video Generation	CVPR	code
Compressed Video Action Recognition	CVPR	code
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image	CVPR	code
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	ECCV	code
Latent Alignment and Variational Attention	NIPS	code
Multi-Content GAN for Few-Shot Font Style Transfer	CVPR	code
SPLATNet: Sparse Lattice Networks for Point Cloud Processing	CVPR	code
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image	CVPR	code
Single View Stereo Matching	CVPR	code
Unsupervised Feature Learning via Non-Parametric Instance Discrimination	CVPR	code
An End-to-End TextSpotter With Explicit Alignment and Attention	CVPR	code
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks	CVPR	code
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing	CVPR	code
Evolved Policy Gradients	NIPS	code
Optimizing Video Object Detection via a Scale-Time Lattice	CVPR	code
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs	CVPR	code
Learning Category-Specific Mesh Reconstruction from Image Collections	ECCV	code
Group Normalization	ECCV	code
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks	CVPR	code
MegaDepth: Learning Single-View Depth Prediction From Internet Photos	CVPR	code
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices	CVPR	code
Deep Clustering for Unsupervised Learning of Visual Features	ECCV	code
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation	ECCV	code
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations	CVPR	code
Facelet-Bank for Fast Portrait Manipulation	CVPR	code
Image Super-Resolution Using Very Deep Residual Channel Attention Networks	ECCV	code
ECO: Efficient Convolutional Network for Online Video Understanding	ECCV	code
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image	CVPR	code
Self-Imitation Learning	ICML	code
Residual Dense Network for Image Super-Resolution	CVPR	code
Embodied Question Answering	CVPR	code
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns	CVPR	code
Two-Stream Convolutional Networks for Dynamic Texture Synthesis	CVPR	code
Densely Connected Pyramid Dehazing Network	CVPR	code
Camera Style Adaptation for Person Re-Identification	CVPR	code
Neural Motifs: Scene Graph Parsing With Global Context	CVPR	code
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer	CVPR	code
Relational recurrent neural networks	NIPS	code
LSTM Pose Machines	CVPR	code
SO-Net: Self-Organizing Network for Point Cloud Analysis	CVPR	code
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification	CVPR	code
Context Embedding Networks	CVPR	code
Fast and Accurate Online Video Object Segmentation via Tracking Parts	CVPR	code
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation	CVPR	code
Learning to Compare: Relation Network for Few-Shot Learning	CVPR	code
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	ECCV	code
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships	CVPR	code
MVSNet: Depth Inference for Unstructured Multi-view Stereo	ECCV	code
Weakly Supervised Instance Segmentation Using Class Peak Response	CVPR	code
L4: Practical loss-based stepsize adaptation for deep learning	NIPS	code
A Closer Look at Spatiotemporal Convolutions for Action Recognition	CVPR	code
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction	CVPR	code
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling	CVPR	code
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network	ECCV	code
Gated Path Planning Networks	ICML	code
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	CVPR	code
Decoupled Networks	CVPR	code
Video Based Reconstruction of 3D People Models	CVPR	code
CosFace: Large Margin Cosine Loss for Deep Face Recognition	CVPR	code
DeepMVS: Learning Multi-View Stereopsis	CVPR	code
Hierarchical Imitation and Reinforcement Learning	ICML	code
Real-Time Seamless Single Shot 6D Object Pose Prediction	CVPR	code
Adaptive Affinity Fields for Semantic Segmentation	ECCV	code
Long-term Tracking in the Wild: a Benchmark	ECCV	code
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms	NIPS	code
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics	CVPR	code
Deep Back-Projection Networks for Super-Resolution	CVPR	code
3D-CODED: 3D Correspondences by Deep Deformation	ECCV	code
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform	CVPR	code
Scale-Recurrent Network for Deep Image Deblurring	CVPR	code
PU-Net: Point Cloud Upsampling Network	CVPR	code
Noisy Natural Gradient as Variational Inference	ICML	code
Domain Adaptive Faster R-CNN for Object Detection in the Wild	CVPR	code
Rethinking Feature Distribution for Loss Functions in Image Classification	CVPR	code
DenseASPP for Semantic Segmentation in Street Scenes	CVPR	code
Quantized Densely Connected U-Nets for Efficient Landmark Localization	ECCV	code
Graph R-CNN for Scene Graph Generation	ECCV	code
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene	CVPR	code
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network	CVPR	code
Deep Depth Completion of a Single RGB-D Image	CVPR	code
MAttNet: Modular Attention Network for Referring Expression Comprehension	CVPR	code
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis	ICML	code
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes	ECCV	code
Neural Arithmetic Logic Units	NIPS	code
Perturbative Neural Networks	CVPR	code
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding	CVPR	code
Repulsion Loss: Detecting Pedestrians in a Crowd	CVPR	code
End-to-End Weakly-Supervised Semantic Alignment	CVPR	code
Learning Blind Video Temporal Consistency	ECCV	code
PSANet: Point-wise Spatial Attention Network for Scene Parsing	ECCV	code
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights	ECCV	code
Nonlinear 3D Face Morphable Model	CVPR	code
Deep Mutual Learning	CVPR	code
Image Inpainting for Irregular Holes Using Partial Convolutions	ECCV	code
BodyNet: Volumetric Inference of 3D Human Body Shapes	ECCV	code
Integral Human Pose Regression	ECCV	code
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors	CVPR	code
Attention-based Deep Multiple Instance Learning	ICML	code
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively	CVPR	code
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction	CVPR	code
Macro-Micro Adversarial Network for Human Parsing	ECCV	code
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence	ECCV	code
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks	ECCV	code
Neural Kinematic Networks for Unsupervised Motion Retargetting	CVPR	code
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking	CVPR	code
Synthesizing Images of Humans in Unseen Poses	CVPR	code
A PID Controller Approach for Stochastic Optimization of Deep Networks	CVPR	code
Tell Me Where to Look: Guided Attention Inference Network	CVPR	code
Multi-Scale Location-Aware Kernel Representation for Object Detection	CVPR	code
Recurrent Relational Networks	NIPS	code
VITON: An Image-Based Virtual Try-On Network	CVPR	code
VITAL: VIsual Tracking via Adversarial Learning	CVPR	code
Future Frame Prediction for Anomaly Detection – A New Baseline	CVPR	code
Recurrent Pixel Embedding for Instance Grouping	CVPR	code
Learning Human-Object Interactions by Graph Parsing Neural Networks	ECCV	code
Repeatability Is Not Enough: Learning Affine Regions via Discriminability	ECCV	code
Visual Feature Attribution Using Wasserstein GANs	CVPR	code
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration	CVPR	code
Learning SO(3) Equivariant Representations with Spherical CNNs	ECCV	code
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation	ECCV	code
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation	CVPR	code
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans	CVPR	code
One-Shot Unsupervised Cross Domain Translation	NIPS	code
Pairwise Confusion for Fine-Grained Visual Classification	ECCV	code
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making	CVPR	code
Generalizing A Person Retrieval Model Hetero- and Homogeneously	ECCV	code
Learning Depth From Monocular Videos Using Direct Methods	CVPR	code
Optimizing the Latent Space of Generative Networks	ICML	code
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes	CVPR	code
“Zero-Shot” Super-Resolution Using Deep Internal Learning	CVPR	code
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking	CVPR	code
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition	CVPR	code
Progressive Neural Architecture Search	ECCV	code
Generative Neural Machine Translation	NIPS	code
Learning to Reweight Examples for Robust Deep Learning	ICML	code
Object Level Visual Reasoning in Videos	ECCV	code
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks	CVPR	code
Improving Generalization via Scalable Neighborhood Component Analysis	ECCV	code
Geometry-Aware Learning of Maps for Camera Localization	CVPR	code
Path-Level Network Transformation for Efficient Architecture Search	ICML	code
Decorrelated Batch Normalization	CVPR	code
Ordinal Depth Supervision for 3D Human Pose Estimation	CVPR	code
Disentangled Person Image Generation	CVPR	code
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present	CVPR	code
Diverse Image-to-Image Translation via Disentangled Representations	ECCV	code
Pointwise Convolutional Neural Networks	CVPR	code
Neural Program Synthesis from Diverse Demonstration Videos	ICML	code
Learning Less Is More - 6D Camera Localization via 3D Surface Regression	CVPR	code
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency	ECCV	code
Learning Latent Super-Events to Detect Multiple Activities in Videos	CVPR	code
Depth-aware CNN for RGB-D Segmentation	ECCV	code
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning	CVPR	code
Unsupervised Discovery of Object Landmarks as Structural Representations	CVPR	code
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval	CVPR	code
Adversarial Feature Augmentation for Unsupervised Domain Adaptation	CVPR	code
SparseMAP: Differentiable Sparse Structured Inference	ICML	code
Fast and Accurate Single Image Super-Resolution via Information Distillation Network	CVPR	code
Neural Style Transfer via Meta Networks	CVPR	code
Deep Marching Cubes: Learning Explicit Surface Representations	CVPR	code
Shift-Net: Image Inpainting via Deep Feature Rearrangement	ECCV	code
Cascade R-CNN: Delving Into High Quality Object Detection	CVPR	code
Fighting Fake News: Image Splice Detection via Learned Self-Consistency	ECCV	code
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing	CVPR	code
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation	CVPR	code
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank	CVPR	code
Hierarchical Long-term Video Prediction without Supervision	ICML	code
PDE-Net: Learning PDEs from Data	ICML	code
Discriminability Objective for Training Descriptive Captions	CVPR	code
Efficient end-to-end learning for quantizable representations	ICML	code
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency	ECCV	code
Visual Question Generation as Dual Task of Visual Question Answering	CVPR	code
BlockDrop: Dynamic Inference Paths in Residual Networks	CVPR	code
Learning to Find Good Correspondences	CVPR	code
Conditional Probability Models for Deep Image Compression	CVPR	code
Pose-Normalized Image Generation for Person Re-identification	ECCV	code
Wasserstein Introspective Neural Networks	CVPR	code
Learning to Navigate for Fine-grained Classification	ECCV	code
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation	CVPR	code
FOTS: Fast Oriented Text Spotting With a Unified Network	CVPR	code
Measuring abstract reasoning in neural networks	ICML	code
Unsupervised Attention-guided Image-to-Image Translation	NIPS	code
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction	ECCV	code
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam	ICML	code
Learning towards Minimum Hyperspherical Energy	NIPS	code
Learning Pose Specific Representations by Predicting Different Views	CVPR	code
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation	ECCV	code
Differentiable Compositional Kernel Learning for Gaussian Processes	ICML	code
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition	ECCV	code
Real-World Anomaly Detection in Surveillance Videos	CVPR	code
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning	CVPR	code
DeepVS: A Deep Learning Based Video Saliency Prediction Approach	ECCV	code
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model	ECCV	code
Image Manipulation with Perceptual Discriminators	ECCV	code
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials	CVPR	code
Rotation-Sensitive Regression for Oriented Scene Text Detection	CVPR	code
Video Re-localization	ECCV	code
Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting	ECCV	code
Learning Intrinsic Image Decomposition From Watching the World	CVPR	code
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation	ECCV	code
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation	CVPR	code
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions	ICML	code
Superpixel Sampling Networks	ECCV	code
CBAM: Convolutional Block Attention Module	ECCV	code
Self-produced Guidance for Weakly-supervised Object Localization	ECCV	code
Surface Networks	CVPR	code
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis	CVPR	code
Overcoming Catastrophic Forgetting with Hard Attention to the Task	ICML	code
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples	ICML	code
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning	ICML	code
Neural Autoregressive Flows	ICML	code
Robust Classification With Convolutional Prototype Learning	CVPR	code
Pose Partition Networks for Multi-Person Pose Estimation	ECCV	code
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation	ECCV	code
Frame-Recurrent Video Super-Resolution	CVPR	code
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation	NIPS	code
Partial Adversarial Domain Adaptation	ECCV	code
Part-Aligned Bilinear Representations for Person Re-Identification	ECCV	code
Generalisation in humans and deep neural networks	NIPS	code
Generative Adversarial Perturbations	CVPR	code
Human Semantic Parsing for Person Re-Identification	CVPR	code
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation	ECCV	code
Towards Binary-Valued Gates for Robust LSTM Training	ICML	code
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings	ICML	code
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image	ECCV	code
Learning-based Video Motion Magnification	ECCV	code
Few-Shot Image Recognition by Predicting Parameters From Activations	CVPR	code
NetGAN: Generating Graphs via Random Walks	ICML	code
Actor and Observer: Joint Modeling of First and Third-Person Videos	CVPR	code
Visualizing and Understanding Atari Agents	ICML	code
Learning Visual Question Answering by Bootstrapping Hard Attention	ECCV	code
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance	ECCV	code
Mean Field Multi-Agent Reinforcement Learning	ICML	code
Black-box Adversarial Attacks with Limited Queries and Information	ICML	code
Zero-Shot Object Detection	ECCV	code
Stacked Cross Attention for Image-Text Matching	ECCV	code
Gated Fusion Network for Single Image Dehazing	CVPR	code
On the Robustness of Semantic Segmentation Models to Adversarial Attacks	CVPR	code
Graphical Generative Adversarial Networks	NIPS	code
SeGAN: Segmenting and Generating the Invisible	CVPR	code
Isolating Sources of Disentanglement in Variational Autoencoders	NIPS	code
Learning Semantic Representations for Unsupervised Domain Adaptation	ICML	code
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise	CVPR	code
Deep Model-Based 6D Pose Refinement in RGB	ECCV	code
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar	CVPR	code
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding	CVPR	code
Deflecting Adversarial Attacks With Pixel Deflection	CVPR	code
Adversarial Logit Pairing	NIPS	code
The Sound of Pixels	ECCV	code
Learning Warped Guidance for Blind Face Restoration	ECCV	code
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation	CVPR	code
TOM-Net: Learning Transparent Object Matting From a Single Image	CVPR	code
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer	CVPR	code
Neural Guided Constraint Logic Programming for Program Synthesis	NIPS	code
Mask-Guided Contrastive Attention Model for Person Re-Identification	CVPR	code
Quaternion Convolutional Neural Networks	ECCV	code
Recurrent Scene Parsing With Perspective Understanding in the Loop	CVPR	code
Interpretable Convolutional Neural Networks	CVPR	code
Learning Dynamic Memory Networks for Object Tracking	ECCV	code
Disentangling by Factorising	ICML	code
Adversarially Learned One-Class Classifier for Novelty Detection	CVPR	code
Learning to Evaluate Image Captioning	CVPR	code
SketchyScene: Richly-Annotated Scene Sketches	ECCV	code
Tangent Convolutions for Dense Prediction in 3D	CVPR	code
Layer-structured 3D Scene Inference via View Synthesis	ECCV	code
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection	ECCV	code
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation	CVPR	code
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model	CVPR	code
Deep Texture Manifold for Ground Terrain Recognition	CVPR	code
Multi-Agent Diverse Generative Adversarial Networks	CVPR	code
Deep Regression Tracking with Shrinkage Loss	ECCV	code
Controllable Video Generation With Sparse Trajectories	CVPR	code
First Order Generative Adversarial Networks	ICML	code
IQA: Visual Question Answering in Interactive Environments	CVPR	code
Interpretable Intuitive Physics Model	ECCV	code
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning	CVPR	code
Graph-Cut RANSAC	CVPR	code
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising	ECCV	code
Improving Shape Deformation in Unsupervised Image-to-Image Translation	ECCV	code
Conditional Image-to-Image Translation	CVPR	code
Between-Class Learning for Image Classification	CVPR	code
LF-Net: Learning Local Features from Images	NIPS	code
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation	CVPR	code
Exploring Disentangled Feature Representation Beyond Face Identification	CVPR	code
Learning to Promote Saliency Detectors	CVPR	code
Visualizing the Loss Landscape of Neural Nets	NIPS	code
Real-time 'Actor-Critic' Tracking	ECCV	code
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions	CVPR	code
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering	CVPR	code
Eye In-Painting With Exemplar Generative Adversarial Networks	CVPR	code
EC-Net: an Edge-aware Point set Consolidation Network	ECCV	code
SimplE Embedding for Link Prediction in Knowledge Graphs	NIPS	code
Learning Convolutional Networks for Content-Weighted Image Compression	CVPR	code
CSGNet: Neural Shape Parser for Constructive Solid Geometry	CVPR	code
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks	CVPR	code
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	ECCV	code
Partial Transfer Learning With Selective Adversarial Networks	CVPR	code
Learning to Blend Photos	ECCV	code
Learning Single-View 3D Reconstruction with Limited Pose Supervision	ECCV	code
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts	CVPR	code
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings	ICML	code
Speaker-Follower Models for Vision-and-Language Navigation	NIPS	code
Explicit Inductive Bias for Transfer Learning with Convolutional Networks	ICML	code
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search	ICML	code
Cross-Modal Deep Variational Hand Pose Estimation	CVPR	code
Hyperbolic Neural Networks	NIPS	code
Flow-Grounded Spatial-Temporal Video Prediction from Still Images	ECCV	code
Single Shot Scene Text Retrieval	ECCV	code
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning	CVPR	code
Audio-Visual Event Localization in Unconstrained Videos	ECCV	code
LEGO: Learning Edge With Geometry All at Once by Watching Videos	CVPR	code
Deep Reinforcement Learning of Marked Temporal Point Processes	NIPS	code
Learning to Multitask	NIPS	code
Deep Randomized Ensembles for Metric Learning	ECCV	code
Neural Architecture Search with Bayesian Optimisation and Optimal Transport	NIPS	code
Neural Code Comprehension: A Learnable Representation of Code Semantics	NIPS	code
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data	CVPR	code
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning	CVPR	code
Im2Flow: Motion Hallucination From Static Images for Action Recognition	CVPR	code
Deep High Dynamic Range Imaging with Large Foreground Motions	ECCV	code
Fully Motion-Aware Network for Video Object Detection	ECCV	code
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors	NIPS	code
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification	CVPR	code
Multi-scale Residual Network for Image Super-Resolution	ECCV	code
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints	ECCV	code
Link Prediction Based on Graph Neural Networks	NIPS	code
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference	CVPR	code
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection	CVPR	code
Dimensionality-Driven Learning with Noisy Labels	ICML	code
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis	CVPR	code
Visual Question Reasoning on General Dependency Tree	CVPR	code
Explainable Neural Computation via Stack Neural Module Networks	ECCV	code
Learning Generative ConvNets via Multi-Grid Modeling and Sampling	CVPR	code
CryptoKnight: Generating and Modelling Compiled Cryptographic Primitives		code
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data	NIPS	code
Triplet Loss in Siamese Network for Object Tracking	ECCV	code
Crowd Counting With Deep Negative Correlation Learning	CVPR	code
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization	CVPR	code
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders	ECCV	code
Coded Sparse Matrix Multiplication	ICML	code
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints	CVPR	code
Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment	CVPR	code
Functional Gradient Boosting based on Residual Network Perception	ICML	code
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks	CVPR	code
Deep One-Class Classification	ICML	code
Conditional Image-Text Embedding Networks	ECCV	code
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images	CVPR	code
Learning Descriptor Networks for 3D Shape Synthesis and Analysis	CVPR	code
Toward Characteristic-Preserving Image-based Virtual Try-On Network	ECCV	code
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning	CVPR	code
Weakly- and Semi-Supervised Panoptic Segmentation	ECCV	code
A Spectral Approach to Gradient Estimation for Implicit Distributions	ICML	code
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing	CVPR	code
Grounding Referring Expressions in Images by Variational Context	CVPR	code
Bayesian Optimization of Combinatorial Structures	ICML	code
Revisiting Deep Intrinsic Image Decompositions	CVPR	code
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation	ECCV	code
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal	CVPR	code
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition	ECCV	code
Convolutional Sequence to Sequence Model for Human Dynamics	CVPR	code
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection	CVPR	code
Multi-Scale Weighted Nuclear Norm Image Restoration	CVPR	code
Hierarchical Relational Networks for Group Activity Recognition and Retrieval	ECCV	code
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies	CVPR	code
NAG: Network for Adversary Generation	CVPR	code
Collaborative and Adversarial Network for Unsupervised Domain Adaptation	CVPR	code
Adversarial Attack on Graph Structured Data	ICML	code
3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration	ECCV	code
Fast Video Object Segmentation by Reference-Guided Mask Propagation	CVPR	code
To Trust Or Not To Trust A Classifier	NIPS	code
Efficient Neural Audio Synthesis	ICML	code
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision	CVPR	code
Visual Coreference Resolution in Visual Dialog using Neural Module Networks	ECCV	code
Decouple Learning for Parameterized Image Operators	ECCV	code
Learning and Using the Arrow of Time	CVPR	code
Adversarial Complementary Learning for Weakly Supervised Object Localization	CVPR	code
Arbitrary Style Transfer With Deep Feature Reshuffle	CVPR	code
Gesture Recognition: Focus on the Hands	CVPR	code
Local Spectral Graph Convolution for Point Set Feature Learning	ECCV	code
Low-Shot Learning With Large-Scale Diffusion	CVPR	code
Objects that Sound	ECCV	code
CTAP: Complementary Temporal Action Proposal Generation	ECCV	code
Image Transformer	ICML	code
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points	CVPR	code
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace	ICML	code
Joint Optimization Framework for Learning With Noisy Labels	CVPR	code
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation	ECCV	code
Hierarchical Novelty Detection for Visual Object Recognition	CVPR	code
Learning Conditioned Graph Structures for Interpretable Visual Question Answering	NIPS	code
Learning Rich Features for Image Manipulation Detection	CVPR	code
Future Person Localization in First-Person Videos	CVPR	code
Neural Sign Language Translation	CVPR	code
Sliced Wasserstein Distance for Learning Gaussian Mixture Models	CVPR	code
Convolutional Image Captioning	CVPR	code
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks	CVPR	code
Deep Expander Networks: Efficient Deep Networks from Graph Theory	ECCV	code
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN	CVPR	code
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries	ECCV	code
Min-Entropy Latent Model for Weakly Supervised Object Detection	CVPR	code
Learning Transferable Architectures for Scalable Image Recognition	CVPR	code
Hierarchical Multi-Label Classification Networks	ICML	code
Open Set Domain Adaptation by Backpropagation	ECCV	code
Joint Pose and Expression Modeling for Facial Expression Recognition	CVPR	code
Pose Proposal Networks	ECCV	code
Learning by Asking Questions	CVPR	code
Densely Connected Attention Propagation for Reading Comprehension	NIPS	code
Adversarial Time-to-Event Modeling	ICML	code
Fully-Convolutional Point Networks for Large-Scale Point Clouds	ECCV	code
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence	CVPR	code
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction	ICML	code
Accelerating Natural Gradient with Higher-Order Invariance	ICML	code
Anonymous Walk Embeddings	ICML	code
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks	NIPS	code
Learning Type-Aware Embeddings for Fashion Compatibility	ECCV	code
Finding Influential Training Samples for Gradient Boosted Decision Trees	ICML	code
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation	CVPR	code
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory	ICML	code
Learning to Understand Image Blur	CVPR	code
AON: Towards Arbitrarily-Oriented Text Recognition	CVPR	code
Attention in Convolutional LSTM for Gesture Recognition	NIPS	code
Rethinking the Form of Latent States in Image Captioning	ECCV	code
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models	NIPS	code
Deep Diffeomorphic Transformer Networks	CVPR	code
Learning Superpixels With Segmentation-Aware Affinity Loss	CVPR	code
Synthesizing Robust Adversarial Examples	ICML	code
Learning a Discriminative Feature Network for Semantic Segmentation	CVPR	code
Learning Dynamics of Linear Denoising Autoencoders	ICML	code
AMNet: Memorability Estimation With Attention	CVPR	code
Hashing as Tie-Aware Learning to Rank	CVPR	code
Variational Autoencoders for Deforming 3D Mesh Models	CVPR	code
Recovering 3D Planes from a Single Image via Convolutional Neural Networks	ECCV	code
Boosting Domain Adaptation by Discovering Latent Domains	CVPR	code
Fast Information-theoretic Bayesian Optimisation	ICML	code
Salient Object Detection Driven by Fixation Prediction	CVPR	code
Deep Variational Reinforcement Learning for POMDPs	ICML	code
Cross-View Image Synthesis Using Conditional GANs	CVPR	code
Excitation Backprop for RNNs	CVPR	code
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation	NIPS	code
Analyzing Uncertainty in Neural Machine Translation	ICML	code
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering	CVPR	code
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition	CVPR	code
PacGAN: The power of two samples in generative adversarial networks	NIPS	code
Decoupled Parallel Backpropagation with Convergence Guarantee	ICML	code
Generative Probabilistic Novelty Detection with Adversarial Autoencoders	NIPS	code
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data	ECCV	code
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery	CVPR	code
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras	CVPR	code
Semantic Video Segmentation by Gated Recurrent Flow Propagation	CVPR	code
Detecting and Correcting for Label Shift with Black Box Predictors	ICML	code
A Two-Step Disentanglement Method	CVPR	code
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation	ICML	code
Conditional Prior Networks for Optical Flow	ECCV	code
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis	ICML	code
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos	CVPR	code
Clipped Action Policy Gradient	ICML	code
Generative Adversarial Learning Towards Fast Weakly Supervised Detection	CVPR	code
Generalizing to Unseen Domains via Adversarial Data Augmentation	NIPS	code
On GANs and GMMs	NIPS	code
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters	ECCV	code
Deep Learning Under Privileged Information Using Heteroscedastic Dropout	CVPR	code
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks	CVPR	code
Banach Wasserstein GAN	NIPS	code
Low-Shot Learning With Imprinted Weights	CVPR	code
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks	CVPR	code
Towards Open-Set Identity Preserving Face Synthesis	CVPR	code
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking	ECCV	code
Adversarial Learning with Local Coordinate Coding	ICML	code
Geometry-Aware Scene Text Detection With Instance Transformation Network	CVPR	code
Progressive Attention Guided Recurrent Network for Salient Object Detection	CVPR	code
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos	ECCV	code
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering	CVPR	code
Specular-to-Diffuse Translation for Multi-View Reconstruction	ECCV	code
Dynamic Conditional Networks for Few-Shot Learning	ECCV	code
The Description Length of Deep Learning models	NIPS	code
The Mirage of Action-Dependent Baselines in Reinforcement Learning	ICML	code
Multimodal Generative Models for Scalable Weakly-Supervised Learning	NIPS	code
Blind Justice: Fairness with Encrypted Sensitive Attributes	ICML	code
Inner Space Preserving Generative Pose Machine	ECCV	code
Don’t Just Assume Look and Answer: Overcoming Priors for Visual Question Answering	CVPR	code
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification	CVPR	code
Bilevel Programming for Hyperparameter Optimization and Meta-Learning	ICML	code
Transfer Learning via Learning to Transfer	ICML	code
Ultra Large-Scale Feature Selection using Count-Sketches	ICML	code
Learning to Separate Object Sounds by Watching Unlabeled Video	ECCV	code
HiDDeN: Hiding Data with Deep Networks	ECCV	code
Orthogonally Decoupled Variational Gaussian Processes	NIPS	code
Constraint-Aware Deep Neural Network Compression	ECCV	code
Assessing Generative Models via Precision and Recall	NIPS	code
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations	ICML	code
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior	ECCV	code
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction	CVPR	code
Unsupervised holistic image generation from key local patches	ECCV	code
Learning Steady-States of Iterative Algorithms over Graphs	ICML	code
Modeling Sparse Deviations for Compressed Sensing using Generative Models	ICML	code
Inter and Intra Topic Structure Learning with Word Embeddings	ICML	code
Gradually Updated Neural Networks for Large-Scale Image Recognition	ICML	code
Neural Architecture Optimization	NIPS	code
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach	ICML	code
Dynamic-Structured Semantic Propagation Network	CVPR	code
Human Pose Estimation With Parsing Induced Learner	CVPR	code
Learning Face Age Progression: A Pyramid Architecture of GANs	CVPR	code
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation	CVPR	code
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking	ECCV	code
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks	CVPR	code
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains	CVPR	code
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling	ECCV	code
Robust Physical-World Attacks on Deep Learning Visual Classification	CVPR	code
End-to-End Incremental Learning	ECCV	code
Statistically-motivated Second-order Pooling	ECCV	code
Classification from Pairwise Similarity and Unlabeled Data	ICML	code
DVQA: Understanding Data Visualizations via Question Answering	CVPR	code
Towards Realistic Predictors	ECCV	code
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images	CVPR	code
Breaking the Activation Function Bottleneck through Adaptive Parameterization	NIPS	code
Quadrature-based features for kernel approximation	NIPS	code
Transferable Adversarial Perturbations	ECCV	code
BourGAN: Generative Networks with Metric Embeddings	NIPS	code
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification	ECCV	code
Estimating the Success of Unsupervised Image to Image Translation	ECCV	code
Tracking Emerges by Colorizing Videos	ECCV	code
Differentially Private Database Release via Kernel Mean Embeddings	ICML	code
Inference Suboptimality in Variational Autoencoders	ICML	code
Mutual Information Neural Estimation	ICML	code
Convergent Tree Backup and Retrace with Function Approximation	ICML	code
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care	ICML	code
Saliency Detection in 360° Videos	ECCV	code
Learning to Branch	ICML	code
Gaze Prediction in Dynamic 360° Immersive Videos	CVPR	code
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence	CVPR	code
A Joint Sequence Fusion Model for Video Question Answering and Retrieval	ECCV	code
Sidekick Policy Learning for Active Visual Exploration	ECCV	code
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition	CVPR	code
Spatially-Adaptive Filter Units for Deep Neural Networks	CVPR	code
Learning Answer Embeddings for Visual Question Answering	CVPR	code
Deep Burst Denoising	ECCV	code
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs	CVPR	code
Image Super-Resolution via Dual-State Recurrent Networks	CVPR	code
Deepcode: Feedback Codes via Deep Learning	NIPS	code
Parallel Bayesian Network Structure Learning	ICML	code
SegStereo: Exploiting Semantic Information for Disparity Estimation	ECCV	code
Disentangling Factors of Variation by Mixing Them	CVPR	code
Diverse and Coherent Paragraph Generation from Images	ECCV	code
Statistical Recurrent Models on Manifold valued Data	NIPS	code
Ring Loss: Convex Feature Normalization for Face Recognition	CVPR	code
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving	ECCV	code
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization	ICML	code