| Continual Hippocampus Segmentation with Transformers | Apr 17, 2022 | Continual LearningHippocampus | CodeCode Available | 1 | 5 |
| Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module | Nov 17, 2022 | Boundary DetectionSegmentation | CodeCode Available | 1 | 5 |
| 3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes | Jun 8, 2024 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data | Apr 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation Transformer | Jan 29, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations | Dec 7, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation | Jan 1, 2021 | Data AugmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration | Jun 25, 2024 | Change DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation | Apr 6, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
