| PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation | Jan 15, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| PartSTAD: 2D-to-3D Part Segmentation Task Adaptation | Jan 11, 2024 | 3D Part SegmentationForeground Segmentation | CodeCode Available | 2 |
| Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation | Jan 9, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 |
| U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation | Jan 9, 2024 | Cell SegmentationImage Segmentation | CodeCode Available | 2 |
| ODIN: A Single Model for 2D and 3D Segmentation | Jan 4, 2024 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 2 |
| ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation | Jan 4, 2024 | Decoderparameter-efficient fine-tuning | CodeCode Available | 2 |
| MRFS: Mutually Reinforcing Image Fusion and Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Action Segmentation | Jan 1, 2024 | Action SegmentationSegmentation | CodeCode Available | 2 |
| Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation | Jan 1, 2024 | SegmentationVideo Segmentation | CodeCode Available | 2 |
| From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation | Jan 1, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts | Jan 1, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 |
| One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts | Dec 28, 2023 | AllAnatomy | CodeCode Available | 2 |
| Unsupervised Universal Image Segmentation | Dec 28, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces | Dec 25, 2023 | Image SegmentationObject | CodeCode Available | 2 |
| Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation | Dec 23, 2023 | DecoderImage Segmentation | CodeCode Available | 2 |
| SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process | Dec 19, 2023 | DenoisingDichotomous Image Segmentation | CodeCode Available | 2 |
| Polyper: Boundary Sensitive Polyp Segmentation | Dec 14, 2023 | Segmentation | CodeCode Available | 2 |
| MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention | Dec 14, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image | Dec 12, 2023 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 |
| FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation | Dec 7, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 2 |
| SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints | Dec 5, 2023 | Model OptimizationNovel Concepts | CodeCode Available | 2 |
| Towards Automatic Power Battery Detection: New Challenge, Benchmark Dataset and Baseline | Dec 5, 2023 | Crowd Countingobject-detection | CodeCode Available | 2 |
| Aligning and Prompting Everything All at Once for Universal Visual Perception | Dec 4, 2023 | AllObject | CodeCode Available | 2 |
