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This is a repository of the segmentation method and graph method. In the segmentation part, the instance, semantic, panoptic and referring segmentation are included. In the graph part, the representation learning, clustering and so on methods are included. We will update continue...

Instance, Semantic and Panoptic Segmentation
arxiv24.01 Bilateral Reference for High-Resolution Dichotomous Image Segmentation code √√√√
TMI2024 BoNuS: Boundary Mining for Nuclei Segmentation With Partial Point Labels code √√√√
ECCV2024 SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance code
SIGGRAPH2024 SAM 2: Segment Anything in Images and Videos code √√√
CVPR2023 Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation code √√√
ECCV2024 Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes code √√√
CVPR2024 Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation code √√√
ECCV2024 VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation code √√√
arxiv2024 Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation code √√√
ECCV2024 Semantic-aware SAM for Point-Prompted Instance Segmentation code √√√
ECCV2022 Point-to-Box Network for Accurate Object Detection via Single Point Supervision code √√√
ECCV2024 Semantic-SAM: Segment and Recognize Anything at Any Granularity code √√√
ECCV2024 Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively code √√√
arxiv2024 Segment Anything without Supervision code √√√
CVPR2024 Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion code √
CVPR2024 CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor code √√
CVPR2024 PEM: Prototype-based Efficient MaskFormer for Image Segmentation code
CVPR2024 Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation code
CVPR2024 Clustering Propagation for Universal Medical Image Segmentation code √
CVPR2024 Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation code
CVPR2024 Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation code
CVPR2024 Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation code
CVPR2024 Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation code √
CVPR2024 From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation] code
CVPR2024 Frequency-Adaptive Dilated Convolution for Semantic Segmentation code
CVPR2024 Tyche: Stochastic In-Context Learning for Medical Image Segmentation code √
CVPR2024 EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation code √
CVPR2024 ASAM: Boosting Segment Anything Model with Adversarial Tuning code
CVPR2024 Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation code
CVPR2024 Open-Vocabulary Semantic Segmentation with Image Embedding Balancing code
CVPR2024 Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance code
CVPR2024 Contextrast: Contextual Contrastive Learning for Semantic Segmentation None
CVPR2024 Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation None
CVPR2024 Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation code √√√
CVPR2024 ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers code
CVPR2024 CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation None
CVPR2024 Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation code
CVPR2024 ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting code √√√
CVPR2024 Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation code √√√
CVPR2024 Unsupervised Universal Image Segmentation code √√√
CVPR2024 Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models code
CVPR2024 Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior code
CVPR2024 Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship Descriptors code
CVPR2024 Mudslide: A Universal Nuclear Instance Segmentation Method None √
CVPR2024 Class Tokens Infusion for Weakly Supervised Semantic Segmentation code
CVPR2024 Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling code √√√
CVPR2024 ToNNO: Tomographic Reconstruction of a Neural Network’s Output for Weakly Supervised Segmentation of 3D Medical Images None
CVPR2024 Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation code
CVPR2024 Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation code
CVPR2024 EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation code
CVPR2024 MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation code
CVPR2024 Open-Vocabulary 3D Semantic Segmentation with Foundation Models None
CVPR2024 AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation code √√√
CVPR2024 Collaborating Foundation Models for Domain Generalized Semantic Segmentation code √√√
CVPR2024 SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation code
CVPR2024 Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation code √√√
CVPR2024 PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation code
CVPR2024 Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation code
CVPR2024 USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation None
CVPR2024 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation code
CVPR2024 Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation code
CVPR2024 One-Prompt to Segment All Medical Images code √√√
CVPR2024 DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation code
CVPR2024 RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation None
CVPR2024 Open-World Semantic Segmentation Including Class Similarity code
CVPR2024 Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincar´e Ball code
CVPR2024 Diversified and Personalized Multi-rater Medical Image Segmentation code √
CVPR2024 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling code
CVPR2024 Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation code
CVPR2024 AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning code
CVPR2024 UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes code
CVPR2024 Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations code
CVPR2024 Semantic-aware SAM for Point-Prompted Instance Segmentation code
CVPR2024 RobustSAM: Segment Anything Robustly on Degraded Images code √
CVPR2024 SAI3D: Segment Any Instance in 3D Scenes code
CVPR2024 CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation code
CVPR2024 Open-Set Domain Adaptation for Semantic Segmentation code √
CVPR2024 BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance code
CVPR2024 PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness code √√
CVPR2024 Extreme Point Supervised Instance Segmentation code
CVPR2024 Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation code
CVPR2024 Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge code √√
CVPR2024 EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything code √
CVPR2024 Open-Vocabulary Segmentation with Semantic-Assisted Calibration code
CVPR2024 MFP: Making Full Use of Probability Maps for Interactive Image Segmentation code
CVPR2024 GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation code
CVPR2024 Guided Slot Attention for Unsupervised Video Object Segmentation code
WACV2024 AnyStar: Domain randomized universal star-convex 3D instance segmentation code √√√
WACV2024 Revisiting Token Pruning for Object Detection and Instance Segmentation code
WACV2024 BPKD: Boundary Privileged Knowledge Distillation for Semantic Segmentation code
WACV2024 Guided Distillation for Semi-Supervised Instance Segmentation code
ICCV2023 SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning code
ICCV2023 SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning code
ICCV2023 Exploring Transformers for Open-world Instance Segmentation code
ICCV2023 Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision code
ICCV2023 Treating Pseudo-labels Generation as Image Matting for Weakly Supervised Semantic Segmentation None
ICCV2023 Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation code √√√
ICCV2023 Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation code √√
ICCV2023 MSI: Maximize Support-Set Information for Few-Shot Segmentation code √√
ICCV2023 TopoSeg: Topology-Aware Nuclear Instance Segmentation code √√√
ICCV2023 MemorySeg: Online LiDAR Semantic Segmentation with a Latent Memory code
ICCV2023 Informative Data Mining for One-shot Cross-Domain Semantic Segmentation code
ICCV2023 Segmenting Known Objects and Unseen Unknowns without Prior Knowledge code
ICCV2023 RbA: Segmenting Unknown Regions Rejected by All code √
ICCV2023 Segment Anything code
ICCV2023 SimpleClick: Interactive Image Segmentation with Simple Vision Transformers code
ICCV2023 Texture Learning Domain Randomization for Domain Generalized Segmentation code
ICCV2023 Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images code √√√
ICCV2023 XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical Images code √√√
ICCV2023 CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation code
ICCV2023 Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network code
ICCV2023 BoxSnake: Polygonal Instance Segmentation with Box Supervision code
ICCV2023 UniverSeg: Universal Medical Image Segmentation code √√√
ICCV2023 Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation None √√√
ICCV2023 CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation code
ICCV2023 MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation code
ICCV2023 Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation code
ICCV2023 Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation code
ICCV2023 Global Knowledge Calibration for Fast Open-Vocabulary Segmentation code
ICCV2023 Open-vocabulary Panoptic Segmentation with Embedding Modulation code
ICCV2023 MasQCLIP for Open-Vocabulary Universal Image Segmentation code
ICCV2023 WaterMask: Instance Segmentation for Underwater Imagery code
ICCV2023 CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection code √√√
ICCV2023 SegGPT: Towards Segmenting Everything In Context code
ICCV2023 Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance Learning code
ICCV2023 DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models code √
ICCV2023 Scratch Each Other’s Back: Incomplete Multi-modal Brain Tumor Segmentation Via Category Aware Group Self-Support Learning code √
ICCV2023 EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation code
ICCV2023 Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only code
ICCV2023 Pseudo-label Alignment for Semi-supervised Instance Segmentation code
ICCV2023 LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation code
ICCV2023 Enhanced Soft Label for Semi-Supervised Semantic Segmentation code
ICCV2023 Stochastic Segmentation with Conditional Categorical Diffusion Models code
CVPR2022 Deep Hierarchical Semantic Segmentation code
CVPR2022 Rethinking Semantic Segmentation: A Prototype View code
CVPR2022 Sparse Instance Activation for Real-Time Instance Segmentation code
CVPR2022 Instance Segmentation with Mask-supervised Polygonal Boundary Transformers code
CVPR2022 CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation None
CVPR2022 Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers None
CVPR2022 PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation code
CVPR2022 Mask Transfiner for High-Quality Instance Segmentation code
CVPR2022 Unsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering Transformers None
CVPR2022 Coarse-To-Fine Feature Mining for Video Semantic Segmentation code
CVPR2022 Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings code
CVPR2022 Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation None
CVPR2022 Pin the Memory: Learning To Generalize Semantic Segmentation code
CVPR2022 SoftGroup for 3D Instance Segmentation on Point Clouds code
CVPR2022 SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation None
CVPR2022 Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement code
CVPR2022 Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels code
CVPR2022 Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization code
CVPR2022 Self-Supervised Learning of Object Parts for Semantic Segmentation code
CVPR2022 Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation code
CVPR2022 C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image code
CVPR2022 Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation None
CVPR2022 ContrastMask: Contrastive Learning to Segment Every Thing None
CVPR2022 Generalized Few-Shot Semantic Segmentation code
CVPR2022 Decoupling Zero-Shot Semantic Segmentation code
CVPR2022 TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation code
CVPR2022 Cross-Image Relational Knowledge Distillation for Semantic Segmentation None
CVPR2022 CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings code
CVPR2022 GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings None
CVPR2022 TubeFormer-DeepLab: Video Mask Transformer None
CVPR2022 Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation code
CVPR2022 Learning Non-target Knowledge for Few-shot Semantic Segmentation code
CVPR2022 SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation code
CVPR2022 Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device None
CVPR2022 Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation code
CVPR2022 Amodal Panoptic Segmentation code
CVPR2022 Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers code
CVPR2022 Partial Class Activation Attention for Semantic Segmentation code
CVPR2022 Weakly Supervised Semantic Segmentation using Out-of-Distribution Data code
CVPR2022 Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation None
CVPR2022 Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation code
CVPR2022 Towards Noiseless Object Contours for Weakly Supervised Semantic code
CVPR2022 L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation code
CVPR2022 DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation code
CVPR2022 Stratified Transformer for 3D Point Cloud Segmentation code
CVPR2022 GroupViT: Semantic Segmentation Emerges from Text Supervision code enlightened
WACV2022 UNETR: Transformers for 3D Medical Image Segmentation code
WACV2022 Pixel-Level Bijective Matching for Video Object Segmentation code
WACV2022 A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation None
WACV2022 Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation code
WACV2022 Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation code
WACV2022 Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation code
WACV2022 Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation None
WACV2022 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation code
WACV2022 AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation None
WACV2022 Single-shot Path Integrated Panoptic Segmentation None
WACV2022 Time-Space Transformers for Video Panoptic Segmentation None
WACV2022 FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation None
WACV2022 Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries None
WACV2022 Co-Net: A Collaborative Region-Contour-Driven Network for Fine-to-Finer Medical Image Segmentation None
WACV2022 T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation None
WACV2022 Multi-Domain Incremental Learning for Semantic Segmentation code
WACV2022 Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images None
WACV2022 MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation None
WACV2022 Hyper-Convolution Networks for Biomedical Image Segmentation code
WACV2022 AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation None
ICCV2021 Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation code
ICCV2021 Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation None enlightened
CVPR2020 Context Prior for Scene Segmentation code enlightened
Deep Transport Network for Unsupervised Video Object Segmentation None
ICCV2021 TempNet: Online Semantic Segmentation on Large-scale Point Cloud Series None
ICCV2021 Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation code
ICCV2021 Region-Aware Contrastive Learning for Semantic Segmentation None
ICCV2021 Graph Constrained Data Representation Learning for Human Motion Segmentation code enlightened
ICCV2021 Motion Segmentation and Tracking using Normalized Cuts None enlightened
ICCV2015 Temporal Subspace Clustering for Human Motion Segmentation None
ICCV2021 Region-aware Contrastive Learning for Semantic Segmentation None enlightened
ICCV2021 GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network None enlightened
ICCV2021 Joint Inductive and Transductive Learning for Video Object Segmentation code
ICCV2021 Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation None
ICCV2021 FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation code
ICCV2021 Full-Duplex Strategy for Video Object Segmentation code
ICCV2021 Robust Trust Region for Weakly Supervised Segmentation code
ICCV2021 Exploring Cross-Image Pixel Contrast for Semantic Segmentation code enlightened
ICCV2021 Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks code
ICCV2021 Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation code enlightened
ICCV2021 Learning With Noisy Labels for Robust Point Cloud Segmentation None
ICCV2021 Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation None
ICCV2021 Self-Regulation for Semantic Segmentation None
ICCV2021 Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation None
ICCV2021 Mining Contextual Information Beyond Image for Semantic Segmentation code
ICCV2021 Contrastive Learning for Label Efficient Semantic Segmentation None
ICCV2021 BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation code
ICCV2021 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation code
ICCV2021 RECALL: Replay-based Continual Learning in Semantic Segmentation code
ICCV2021 Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer code
ICCV2021 Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation code
ICCV2021 Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation code
ICCV2021 VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation code
ICCV2021 ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation None
ICCV2021 Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation None
ICCV2021 Complementary Patch for Weakly Supervised Semantic Segmentation None
ICCV2021 Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation code
ICCV2021 Deep Metric Learning for Open World Semantic Segmentation None
ICCV2021 ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation None
ICCV2021 Geometric Unsupervised Domain Adaptation for Semantic Segmentation code
ICCV2021 Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning code enlightened
ICCV2021 How Shift Equivariance Impacts Metric Learning for Instance Segmentation code enlightened
ICCV2021 Personalized Image Semantic Segmentation code
ICCV2021 Learning Meta-class Memory for Few-Shot Semantic Segmentation None
ICCV2021 Hierarchical Aggregation for 3D Instance Segmentation code
ICCV2021 Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic Segmentation code
ICCV2021 Segmenter: Transformer for Semantic Segmentation code
ICCV2021 Multi-Anchor Active Domain Adaptation for Semantic Segmentation code
ICCV2021 Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation None enlightened
ICCV2021 Panoptic Narrative Grounding code new task
ICCV2021 Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals code enlightened
ICCV2021 Rank & Sort Loss for Object Detection and Instance Segmentation code
ICCV2021 ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation code
CVPR2021 Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling code
CVPR2021 4D Panoptic LiDAR Segmentation code new task
CVPR2021 Zero-Shot Instance Segmentation None new task
CVPR2021 Learning To Count Everything code
CVPR2021 Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation None
CVPR2021 Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation None
CVPR2021 Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation code
CVPR2021 Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation code
CVPR2021 Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation code data-argu
CVPR2021 A2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation None
CVPR2021 Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation code
CVPR2021 BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation code
CVPR2021 HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation code
CVPR2021 Point Cloud Instance Segmentation using Probabilistic Embeddings None enlightened
CVPR2021 FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter code
CVPR2021 Background-Aware Pooling and Noise-Aware Loss for Weakly-SupervisedSemantic Segmentation code
CVPR2021 Hierarchical Lovasz Embeddings for Proposal-free Panoptic Segmentation None enlightened
CVPR2021 Learning to Associate Every Segment for Video Panoptic Segmentation None
CVPR2021 Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds None
CVPR2021 Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation code
CVPR2021 DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation code
CVPR2021 Deeply Shape-guided Cascade for Instance Segmentation code
CVPR2021 Part-aware Panoptic Segmentation code new task
CVPR2021 ColorRL: Reinforced Coloring for End-to-End Instance Segmentation code novelty, enlightened
CVPR2021 MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers code enlightened
CVPR2021 Fully Convolutional Networks for Panoptic Segmentation code
CVPR2021 (AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network None
CVPR2021 PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering code enlightened
CVPR2021 Learning Dynamic Routing for Semantic Segmentation code
CVPR2021 PolyTransform: Deep Polygon Transformer for Instance Segmentation None
CVPR2021 PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation code
AAAI2022 Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation code
AAAI2022 Multi-Knowledge Aggregation and Transfer for Semantic Segmentation None
AAAI2022 Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation None
AAAI2022 Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning None
AAAI2022 CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation None
CVPR2020 BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation code
CVPR2020 Pixel Consensus Voting for Panoptic Segmentation code enlightened
CVPR2020 3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation None
CVPR2020 PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation None
CVPR2020 Real-Time Panoptic Segmentation from Dense Detections None
CVPR2020 Affinity Graph Supervision for Visual Recognition None
CVPR2020 Spatial Pyramid Based Graph Reasoning for Semantic Segmentation None
CVPR2020 Bidirectional Graph Reasoning Network for Panoptic Segmentation None
ECCV2022 OSFormer: One-Stage Camouflaged Instance Segmentation with Transformers code
ECCV2022 PseudoClick: Interactive Image Segmentation with Click Imitation None enlightened
ECCV2022 Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding None enlightened
ICLR2022 LABEL-EFFICIENT SEMANTIC SEGMENTATION WITH DIFFUSION MODELS code diffusion model
arxiv Diffusion Models as Plug-and-Play Priors code
WACV2020 Distributed Iterative Gating Networks for Semantic Segmentation None
WACV2020 Multi Receptive Field Network for Semantic Segmentation None
WACV2020 MaskPlus: Improving Mask Generation for Instance Segmentation None
WACV2020 Efficient Video Semantic Segmentation with Labels Propagation and Refinement None
WACV2020 Global Context Reasoning for Semantic Segmentation of 3D Point Clouds None
ICCV2019 Asymmetric Non-local Neural Networks for Semantic Segmentation code
ICCV2019 CCNet: Criss-Cross Attention for Semantic Segmentation code
ICCV2019 SSAP: Single-Shot Instance Segmentation With Affinity Pyramid code enlightened
ICCV2019 ACE: Adapting to Changing Environments for Semantic Segmentation None
ICCV2019 Dynamic Multi-scale Filters for Semantic Segmentation code draw pic
ICCV2019 Towards Bridging Semantic Gap to Improve Semantic Segmentation None
ICCV2019 Feature Weighting and Boosting for Few-Shot Segmentation None
ICCV2019 Explicit Shape Encoding for Real-Time Instance Segmentation code
ICCV2019 IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things None
ICCV2019 Video Instance Segmentation None
ICCV2019 Gated-SCNN: Gated Shape CNNs for Semantic Segmentation None
ICCV2019 Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation None
ICCV2019 Universal Semi-Supervised Semantic Segmentation None
ICCV2019 ACFNet: Attentional Class Feature Network for Semantic Segmentation code
ICCV2019 YOLACT Real-time Instance Segmentation code
ICCV2019 FCOS: Fully Convolutional One-Stage Object Detection code
ICCV2019 Semantic Instance Segmentation via Deep Metric Learning None enlighten
ECCV2022 SeqFormer: Sequential Transformer for Video Instance Segmentation code
ECCV2022 On Mitigating Hard Clusters for Face Clustering code
ECCV2022 CenterFormer: Center-based Transformer for 3D Object Detection code
ECCV2022 ObjectBox: From Centers to Boxes for Anchor-Free Object Detection code
ECCV2022 Learning Topological Interactions for Multi-Class Medical Image Segmentation code
ECCV2022 CAR: Class-aware Regularizations for Semantic Segmentation code
ECCV2022 Active Pointly-Supervised Instance Segmentation None
ECCV2022 DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation code
ECCV2022 Video Mask Transfiner for High-Quality Video Instance Segmentation code
ECCV2022 Box-supervised Instance Segmentation with Level Set Evolution code
ECCV2022 Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation code
ECCV2022 2D Amodal Instance Segmentation Guided by 3D Shape Prior None updating
ECCV2022 Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation None updating
ECCV2022 CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation code enlightened
ECCV2022 Continual Semantic Segmentation via Structure Preserving and Projected Feature Alignment None
ECCV2022 Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation code enlightened
ECCV2022 Learning Implicit Feature Alignment Function for Semantic Segmentation code
ECCV2022 Open-world Semantic Segmentation via Contrasting and Clustering Vision-language Embedding None
ECCV2022 RBC: Rectifying the Biased Context in Continual Semantic Segmentation None
ECCV2022 Panoptic-PartFormer: Learning a Unified model for Panoptic Part Segmentation code
ECCV2022 Language-Grounded Indoor 3D Semantic Segmentation in the Wild code loss enlightened
ECCV2022 Learning with Free Object Segments for Long-Tailed Instance Segmentation
ECCV2022 A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation code
ICLR2022 Label-Efficient Semantic Segmentation with Diffusion Models code diffusion for seg

Graph Representation and Cluster
ICME2020 S3NET: GRAPH REPRESENTATIONAL NETWORK FOR SKETCH RECOGNITION code
NeurIPS2018 Hierarchical Graph Representation Learning with Differentiable Pooling code or code
NeurIPS2020 DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation code
ICLR2018 Graph Attention Networks code
IJCAI2019 DAEGC: Attributed Graph Clustering: A Deep Attentional Embedding Approach code
ICML2020 Mini-cut: Spectral Clustering with Graph Neural Networks for Graph Pooling code or code
KDD2019 Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks code
ICCV2021 Graph Contrastive Clustering code
ECCV2020 Scan: Learning to classify images without labels code enlightened
Unsupervised Deep Embedding for Clustering Analysis code
CVPR2022 DeepDPM: Deep Clustering With an Unknown Number of Clusters code
CVPR2022 Lifelong Graph Learning code
ICCV2021 Clustering by Maximizing Mutual Information Across Views None
ICCV2021 Region Similarity Representation Learning code
AAAI2022 Deep Graph Clustering via Dual Correlation Reduction code
AAAI2021 Contrastive Clustering code enlightened
CVPR2021 Nearest Neighbor Matching for Deep Clustering code enlightened
CVPR2020 Deep Semantic Clustering by Partition Confidence Maximisation code enlightened
CVPR2021 Deep Fair Clustering for Visual Learning None
CVPR2021 Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning code
AAAI2022 GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction None
AAAI2022 Structure-Aware Transformer for Graph Representation Learning code
CVPR2020 Large Scale Video Representation Learning via Relational Graph Clustering None
ECCV2018 Universal Sketch Perceptual Grouping code enlightened
WACV2020 MaskPlus: Improving Mask Generation for Instance Segmentation None
WACV2020 GAR: Graph Assisted Reasoning for Object Detection None
WACV2020 Differentiable Scene Graphs code enlightened
WACV2020 Multi-Level Representation Learning for Deep Subspace Clustering None
ICCV2019 Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition code
ECCV2022 On Mitigating Hard Clusters for Face Clustering code
ECCV2022 Generative Subgraph Contrast for Self-Supervised Graph Representation Learning code enlightened
ICLR2022 Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space code enlightened

Referring Segmentation
ICLR2024 BARLERIA: AN EFFICIENT TUNING FRAMEWORK FOR REFERRING IMAGE SEGMENTATION code
CVPR2024 Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation code
CVPR2024 LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation None
CVPR2024 Mask Grounding for Referring Image Segmentation None
CVPR2024 LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation code
CVPR2024 Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation code
CVPR2024 Prompt-Driven Referring Image Segmentation with Instance Contrasting None
CVPR2024 Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation code
ICCV2021 Vision-Language Transformer and Query Generation for Referring Segmentation code
CVPR2021 Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation code
CVPR2021 CRIS: CLIP-Driven Referring Image Segmentation code
CVPR2022 LAVT: Language-Aware Vision Transformer for Referring Image Segmentation code
ICCV2021 Vision-Language Transformer and Query Generation for Referring Segmentation code
CVPR2021 Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation None
CVPR2021 Bottom-Up Shift and Reasoning for Referring Image Segmentation code
WACV2020 Leveraging Pretrained Image Classifiers for Language-Based Segmentation code
ICCV2019 Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding code
ICCV2019 G3RAPHGROUND: Graph-based Language Grounding None
ICCV2019 Dynamic Graph Attention for Referring Expression Comprehension None
ICCV2019 Learning to Assemble Neural Module Tree Networks for Visual Grounding None
ICCV2019 A Fast and Accurate One-Stage Approach to Visual Grounding code
ICCV2019 See-Through-Text Grouping for Referring Image Segmentation None
ECCV2022 UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling code
ECCV2022 SiRi: A Simple Selective Retraining Mechanism for Transformer-based Visual Grounding code
ECCV2022 Bottom Up Top Down Detection Transformers for Language Grounding in Images and Point Clouds code
ICCV2023 Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation code