| 1st Place Solution for PSG competition with ECCV'22 SenseHuman Workshop | Feb 6, 2023 | Multi-class ClassificationPanoptic Segmentation | CodeCode Available | 2 |
| MOSE: A New Dataset for Video Object Segmentation in Complex Scenes | Feb 3, 2023 | ObjectSegmentation | CodeCode Available | 2 |
| CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects | Jan 31, 2023 | Segmentation | CodeCode Available | 2 |
| SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual Recognition | Jan 30, 2023 | Feature Upsamplingimage-classification | CodeCode Available | 2 |
| Audio-Visual Segmentation with Semantics | Jan 30, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Benchmarking the Robustness of LiDAR Semantic Segmentation Models | Jan 3, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection | Jan 2, 2023 | Organ SegmentationSegmentation | CodeCode Available | 2 |
| XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical Images | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Reversible Column Networks | Dec 22, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Panoptic Lifting for 3D Scene Understanding with Neural Fields | Dec 19, 2022 | 2D Panoptic SegmentationPanoptic Segmentation | CodeCode Available | 2 |
| CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation | Dec 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation | Dec 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| DiffusionInst: Diffusion Model for Instance Segmentation | Dec 6, 2022 | DenoisingInstance Segmentation | CodeCode Available | 2 |
| Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution | Dec 3, 2022 | Box-supervised Instance SegmentationDecoder | CodeCode Available | 2 |
| Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic Segmentation | Nov 28, 2022 | Contrastive LearningRoad Segmentation | CodeCode Available | 2 |
| SimpleClick: Interactive Image Segmentation with Simple Vision Transformers | Oct 20, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 |
| Temporal Action Segmentation: An Analysis of Modern Techniques | Oct 19, 2022 | Action SegmentationSegmentation | CodeCode Available | 2 |
| SegViT: Semantic Segmentation with Plain Vision Transformers | Oct 12, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Teeth3DS+: An Extended Benchmark for Intraoral 3D Scans Analysis | Oct 12, 2022 | 3D Part SegmentationSegmentation | CodeCode Available | 2 |
| Robust Human Matting via Semantic Guidance | Oct 11, 2022 | Image MattingSegmentation | CodeCode Available | 2 |
| Mask3D: Mask Transformer for 3D Semantic Instance Segmentation | Oct 6, 2022 | 3D Instance Segmentation3D Semantic Instance Segmentation | CodeCode Available | 2 |
| GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models | Oct 5, 2022 | Out-of-Distribution DetectionSegmentation | CodeCode Available | 2 |
| VICRegL: Self-Supervised Learning of Local Visual Features | Oct 4, 2022 | SegmentationSelf-Supervised Learning | CodeCode Available | 2 |
| 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation | Sep 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Dilated Neighborhood Attention Transformer | Sep 29, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
