| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis | Jun 9, 2022 | One-Shot SegmentationRepresentation Learning | CodeCode Available | 1 |
| SHRED: 3D Shape Region Decomposition with Learned Local Operations | Jun 7, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation | Jun 6, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation | Jun 5, 2022 | Cardiac SegmentationSegmentation | CodeCode Available | 1 |
| Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation | Jun 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| XBound-Former: Toward Cross-scale Boundary Modeling in Transformers | Jun 2, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet | Jun 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation | Jun 1, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
