| nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark | Jan 1, 2025 | BenchmarkingImage Segmentation | CodeCode Available | 2 |
| Text Augmented Correlation Transformer For Few-shot Classification & Segmentation | Jan 1, 2025 | Few-Shot Classification and SegmentationFew-Shot Learning | —Unverified | 0 |
| Towards Continual Universal Segmentation | Jan 1, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation | Jan 1, 2025 | Brain Tumor SegmentationBraTS2021 | CodeCode Available | 0 |
| PolarNeXt: Rethink Instance Segmentation with Polar Representation | Jan 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation | Jan 1, 2025 | HallucinationReasoning Segmentation | —Unverified | 0 |
| HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver | Jan 1, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 2 |
| VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models | Jan 1, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity | Jan 1, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging | Jan 1, 2025 | Interactive SegmentationSegmentation | CodeCode Available | 3 |
