| SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation | May 27, 2025 | Object TrackingSegmentation | CodeCode Available | 2 | 5 |
| Scene-Centric Unsupervised Panoptic Segmentation | Apr 2, 2025 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image | Dec 12, 2023 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 | 5 |
| DDP: Diffusion Model for Dense Visual Prediction | Mar 30, 2023 | DenoisingDepth Estimation | CodeCode Available | 2 | 5 |
| SCSA: Exploring the Synergistic Effects Between Spatial and Channel Attention | Jul 6, 2024 | Classificationobject-detection | CodeCode Available | 2 | 5 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 | 5 |
| Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization | May 16, 2022 | graph partitioningSegmentation | CodeCode Available | 2 | 5 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 | 5 |
| EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation | Mar 3, 2024 | ObjectRepresentation Learning | CodeCode Available | 2 | 5 |
| Cross-Image Relational Knowledge Distillation for Semantic Segmentation | Apr 14, 2022 | Knowledge DistillationSegmentation | CodeCode Available | 2 | 5 |
| Segment Any Anomaly without Training via Hybrid Prompt Regularization | May 18, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 | 5 |
| Segment Any Mesh: Zero-shot Mesh Part Segmentation via Lifting Segment Anything 2 to 3D | Aug 24, 2024 | DiversitySegmentation | CodeCode Available | 2 | 5 |
| CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation | Oct 30, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 2 | 5 |
| Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images | Mar 21, 2025 | Image SegmentationMamba | CodeCode Available | 2 | 5 |
| Co-Occurrent Features in Semantic Segmentation | Jun 1, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| ASAM: Boosting Segment Anything Model with Adversarial Tuning | May 1, 2024 | Image Segmentationmodel | CodeCode Available | 2 | 5 |
| Segmentation Loss Odyssey | May 27, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation | Sep 18, 2022 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 2 | 5 |
| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 | 5 |
| 3DTeethSeg'22: 3D Teeth Scan Segmentation and Labeling Challenge | May 29, 2023 | AnatomySegmentation | CodeCode Available | 2 | 5 |
| SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding | Jul 3, 2024 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation | Nov 15, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 2 | 5 |
| CSAD: Unsupervised Component Segmentation for Logical Anomaly Detection | Aug 28, 2024 | Anomaly DetectionSegmentation | CodeCode Available | 2 | 5 |
| Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation | Apr 13, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 2 | 5 |
| Context-Aware Video Instance Segmentation | Jul 3, 2024 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
