| ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation | Feb 3, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition | Jan 31, 2024 | Novel View SynthesisSegmentation | CodeCode Available | 2 |
| MF-MOS: A Motion-Focused Model for Moving Object Segmentation | Jan 30, 2024 | Autonomous DrivingObject | CodeCode Available | 2 |
| MouSi: Poly-Visual-Expert Vision-Language Models | Jan 30, 2024 | Image SegmentationImage-text matching | CodeCode Available | 2 |
| SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks | Jan 28, 2024 | 2D Semantic SegmentationDecoder | CodeCode Available | 2 |
| Rethinking Patch Dependence for Masked Autoencoders | Jan 25, 2024 | DecoderInstance Segmentation | CodeCode Available | 2 |
| Vivim: a Video Vision Mamba for Medical Video Segmentation | Jan 25, 2024 | Lesion SegmentationMamba | CodeCode Available | 2 |
| Tyche: Stochastic In-Context Learning for Medical Image Segmentation | Jan 24, 2024 | Image SegmentationIn-Context Learning | CodeCode Available | 2 |
| PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation | Jan 23, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration | Jan 23, 2024 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 2 |
| Exploring Color Invariance through Image-Level Ensemble Learning | Jan 19, 2024 | Data AugmentationEnsemble Learning | CodeCode Available | 2 |
| A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting | Jan 18, 2024 | Instance SegmentationInteractive Segmentation | CodeCode Available | 2 |
| Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model | Jan 17, 2024 | GPUImage Classification | CodeCode Available | 2 |
| UV-SAM: Adapting Segment Anything Model for Urban Village Identification | Jan 16, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box Prompts | Jan 16, 2024 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 2 |
| Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive | Jan 16, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 2 |
| PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation | Jan 15, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery | Jan 12, 2024 | Object RecognitionRoad Segmentation | CodeCode Available | 2 |
| Seg-metrics: a Python package to compute segmentation metrics | Jan 12, 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 |
| U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation | Jan 9, 2024 | Cell SegmentationImage Segmentation | CodeCode Available | 2 |
| Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation | Jan 9, 2024 | Image SegmentationSegmentation | 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 |
