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CVPR-2023-Papers

Application App
New collections Conference

Segmentation, Grouping and Shape Analysis

Section Papers Preprint Papers Papers with Open Code Papers with Video

Title Repo Paper Video
Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos GitHub thecvf
arXiv
YouTube
Vision Transformers are Good Mask Auto-Labelers GitHub thecvf
arXiv
YouTube
Visual Recognition by Request GitHub thecvf
arXiv
YouTube
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark GitHub thecvf
arXiv
AttentionShift: Iteratively Estimated Part-based Attention Map for Pointly Supervised Instance Segmentation GitHub thecvf
MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos GitHub thecvf
arXiv
YouTube
Look Before You Match: Instance Understanding Matters in Video Object Segmentation thecvf
arXiv
YouTube
SIM: Semantic-Aware Instance Mask Generation for Box-Supervised Instance Segmentation GitHub thecvf
arXiv
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation without Scene Supervision WEB Page
GitHub
thecvf
arXiv
YouTube
Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction GitHub thecvf
LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding GitHub Page
GitHub
thecvf
arXiv
YouTube
OneFormer: One Transformer to Rule Universal Image Segmentation GitHub Page
GitHub
Hugging Face
thecvf
arXiv
YouTube
Mask-Free Video Instance Segmentation WEB Page
GitHub
thecvf
arXiv
YouTube
Less is more: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation WEB Page
GitHub
thecvf
arXiv
YouTube
InstMove: Instance Motion for Object-Centric Video Segmentation GitHub thecvf
arXiv
YouTube
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation GitHub thecvf
arXiv
YouTube
Edge-Aware Regional Message Passing Controller for Image Forgery Localization thecvf YouTube
Interactive Segmentation as Gaussion Process Classification
CVPR - Highlight
GitHub thecvf
arXiv
YouTube
Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance Segmentation GitHub Page
GitHub
thecvf
arXiv
YouTube
Adversarially Masking Synthetic to Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation thecvf YouTube
Generative Semantic Segmentation GitHub thecvf
arXiv
YouTube
Modeling the Distributional Uncertainty for Salient Object Detection Models GitHub Page
GitHub
thecvf YouTube
Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation thecvf YouTube
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation GitHub thecvf
arXiv
YouTube
DynaMask: Dynamic Mask Selection for Instance Segmentation GitHub thecvf
arXiv
MSeg3D: Multi-Modal 3D Semantic Segmentation for Autonomous Driving GitHub thecvf
arXiv
YouTube
Generalizable Local Feature Pre-Training for Deformable Shape Analysis
CVPR - Highlight
GitHub thecvf
arXiv
Understanding and Improving Features Learned in Deep Functional Maps
CVPR - Highlight
GitHub thecvf
arXiv
G-MSM: Unsupervised Multi-Shape Matching with Graph-based Affinity Priors GitHub thecvf
arXiv
YouTube
Continual Semantic Segmentation with Automatic Memory Sample Selection thecvf
arXiv
YouTube
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation GitHub Page
GitHub
thecvf
arXiv
Object Discovery from Motion-Guided Tokens GitHub Page
GitHub
thecvf
arXiv
YouTube
Efficient Mask Correction for Click-based Interactive Image Segmentation GitHub thecvf
Balancing Logit Variation for Long-Tailed Semantic Segmentation GitHub thecvf
arXiv
Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation thecvf
arXiv
YouTube
Learning Open-Vocabulary Semantic Segmentation Models from Natural Language Supervision GitHub thecvf
arXiv
YouTube
Improving Graph Representation for Point Cloud Segmentation via Attentive Filtering thecvf
BUOL: A Bottom-Up Framework with Occupancy-Aware Lifting for Panoptic 3D Scene Reconstruction from a Single Image GitHub thecvf
arXiv
YouTube
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation
CVPR - Highlight
GitHub Page thecvf
arXiv
CCuantuMM: Cycle-Consistent Quantum-Hybrid Matching of Multiple Shapes GitHub Page
GitHub
thecvf
arXiv
YouTube
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation
CVPR - Highlight
GitHub thecvf
arXiv
YouTube
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration thecvf
arXiv
YouTube
FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation thecvf YouTube
Understanding Imbalanced Semantic Segmentation through Neural Collapse GitHub thecvf
arXiv
YouTube
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation GitHub thecvf
arXiv
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models GitHub Page
Google Drive
thecvf
arXiv
YouTube
PartDistillation: Learning Parts from Instance Segmentation GitHub thecvf YouTube
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings GitHub Page
GitHub
thecvf
arXiv
YouTube
FastInst: A Simple Query-based Model for Real-Time Instance Segmentation GitHub thecvf
arXiv
YouTube
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation thecvf
Semantic Human Parsing via Scalable Semantic Transfer Over Multiple Label Domains GitHub thecvf
arXiv
YouTube
Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework thecvf YouTube
Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation GitHub thecvf
A Generalized Framework for Video Instance Segmentation GitHub thecvf
arXiv
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation Network GitHub Page
GitHub
thecvf
arXiv
YouTube
Complete-to-Partial 4D Distillation for Self-Supervised Point Cloud Sequence Representation Learning GitHub thecvf
arXiv
YouTube
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching
CVPR - Highlight
GitHub thecvf
arXiv
YouTube
Ultrahigh Resolution Image/Video Matting with Spatio-Temporal Sparsity GitHub thecvf
Style Projected Clustering for Domain Generalized Semantic Segmentation Gitee thecvf YouTube
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds GitHub thecvf
arXiv
YouTube
Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation GitHub thecvf
arXiv
YouTube
Dynamic Focus-Aware Positional Queries for Semantic Segmentation GitHub thecvf
arXiv
YouTube
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation GitHub thecvf
arXiv
YouTube
Marching-Primitives: Shape Abstraction from Signed Distance Function
CVPR - Highlight
GitHub thecvf
arXiv
YouTube
Multimodal Industrial Anomaly Detection via Hybrid Fusion GitHub thecvf
arXiv
YouTube
CLIP is also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation GitHub thecvf
arXiv
YouTube
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor GitHub thecvf
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching GitHub thecvf
arXiv
YouTube
Interactive Segmentation of Radiance Fields GitHub Page
GitHub
thecvf
arXiv
YouTube
Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation GitHub thecvf YouTube
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization thecvf
Quantum Multi-Model Fitting
CVPR - Highlight
GitHub thecvf
arXiv
YouTube
Two-Shot Video Object Segmentation GitHub thecvf
arXiv
YouTube
End-to-End Video Matting with Trimap Propagation GitHub thecvf YouTube
ISBNet: A 3D Point Cloud Instance Segmentation Network with Instance-Aware Sampling and Box-Aware Dynamic Convolution GitHub thecvf
arXiv
YouTube
On Calibrating Semantic Segmentation Models: Analyses and an Algorithm GitHub thecvf
arXiv
Explicit Visual Prompting for Low-Level Structure Segmentations GitHub thecvf
arXiv
YouTube
Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching thecvf
arXiv
YouTube
Incrementer: Transformer for Class-Incremental Semantic Segmentation with Knowledge Distillation Focusing on Old Class
CVPR - Highlight
thecvf YouTube
Camouflaged Instance Segmentation via Explicit De-Camouflaging
CVPR - Highlight
GitHub thecvf YouTube
Leveraging Hidden Positives for Unsupervised Semantic Segmentation GitHub thecvf
arXiv
YouTube
Rethinking the Correlation in Few-Shot Segmentation: A Buoys View GitHub thecvf YouTube
Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures GitHub thecvf YouTube
Mask-Guided Matting in the Wild GitHub thecvf
Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention GitHub thecvf
arXiv
YouTube
Conflict-based Cross-View Consistency for Semi-Supervised Semantic Segmentation GitHub thecvf
arXiv
YouTube
Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation GitHub thecvf
arXiv
YouTube
Attention-based Point Cloud Edge Sampling
CVPR - Highlight
thecvf
arXiv
YouTube
DA Wand: Distortion-Aware Selection using Neural Mesh Parameterization GitHub Page
GitHub
thecvf
arXiv
YouTube
Extracting Class Activation Maps from Non-Discriminative Features as Well GitHub thecvf
arXiv
YouTube
Focused and Collaborative Feedback Integration for Interactive Image Segmentation GitHub thecvf
arXiv
YouTube
Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training with Saliency Prompt thecvf
arXiv
YouTube
Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly thecvf
arXiv
YouTube
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation thecvf
arXiv
YouTube
Transformer Scale Gate for Semantic Segmentation thecvf
arXiv
PIDNet: A Real-Time Semantic Segmentation Network Inspired by PID Controllers GitHub thecvf
arXiv
YouTube
Side Adapter Network for Open-Vocabulary Semantic Segmentation
CVPR - Highlight
GitHub Page
GitHub
thecvf
arXiv
Test Time Adaptation with Regularized Loss for Weakly Supervised Salient Object Detection thecvf
Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers GitHub thecvf
arXiv
YouTube
Reliability in Semantic Segmentation: Are we on the Right Track? GitHub thecvf
arXiv
YouTube
Beyond mAP: Towards Better Evaluation of Instance Segmentation
CVPR - Highlight
thecvf
arXiv
Heat Diffusion based Multi-Scale and Geometric Structure-Aware Transformer for Mesh Segmentation thecvf
Tree Instance Segmentation with Temporal Contour Graph GitHub thecvf
Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation with Exemplars thecvf YouTube
Omnimatte3D: Associating Objects and their Effects in Unconstrained Monocular Video thecvf YouTube
Learning Orthogonal Prototypes for Generalized Few-Shot Semantic Segmentation GitHub thecvf
Instance-Specific and Model-Adaptive Supervision for Semi-Supervised Semantic Segmentation GitHub thecvf
arXiv
YouTube
Improving Robustness of Semantic Segmentation to Motion-Blur using Class-Centric Augmentation GitHub thecvf YouTube
IFSeg: Image-Free Semantic Segmentation via Vision-Language Model GitHub thecvf
arXiv
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation thecvf
arXiv
YouTube
Pruning Parameterization with Bi-Level Optimization for Efficient Semantic Segmentation on the Edge thecvf