| PolarMask: Single Shot Instance Segmentation with Polar Representation | Sep 29, 2019 | Distance regressionInstance Segmentation | CodeCode Available | 1 | 5 |
| PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation | Mar 31, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| ESS: Learning Event-based Semantic Segmentation from Still Images | Mar 18, 2022 | Domain AdaptationEvent-based Object Segmentation | CodeCode Available | 1 | 5 |
| ASQuery: A Query-based Model for Action Segmentation | Sep 30, 2024 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation | Dec 5, 2021 | Depth-aware Video Panoptic SegmentationDepth Estimation | CodeCode Available | 1 | 5 |
| Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? | Aug 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| LESS: Label-Efficient and Single-Stage Referring 3D Segmentation | Oct 17, 2024 | cross-modal alignmentInstance Segmentation | CodeCode Available | 1 | 5 |
