| Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images | Mar 21, 2025 | Image SegmentationMamba | CodeCode Available | 2 |
| Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian Splatting | Mar 18, 2025 | Instance SegmentationObject | CodeCode Available | 2 |
| Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation | Mar 17, 2025 | Domain AdaptationDomain Generalization | CodeCode Available | 2 |
| HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model | Mar 17, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing | Mar 13, 2025 | Computational EfficiencyMamba | CodeCode Available | 2 |
| DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion | Mar 9, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Golden Cudgel Network for Real-Time Semantic Segmentation | Mar 5, 2025 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation | Mar 5, 2025 | ObjectReferring Video Object Segmentation | CodeCode Available | 2 |
| SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models | Feb 28, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| DAMamba: Vision State Space Model with Dynamic Adaptive Scan | Feb 18, 2025 | image-classificationImage Classification | CodeCode Available | 2 |
| SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement | Feb 10, 2025 | Semantic Segmentation | CodeCode Available | 2 |
| Segment Anything for Histopathology | Feb 1, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| iFormer: Integrating ConvNet and Transformer for Mobile Application | Jan 26, 2025 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks | Jan 17, 2025 | Change DetectionImage Classification | CodeCode Available | 2 |
| Scaling up self-supervised learning for improved surgical foundation models | Jan 16, 2025 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 2 |
| Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation | Jan 15, 2025 | Image SegmentationReferring Expression Segmentation | CodeCode Available | 2 |
| RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation | Jan 14, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 2 |
| RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models | Jan 12, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| 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 |
| Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation | Dec 27, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation | Dec 18, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 2 |
| RelationField: Relate Anything in Radiance Fields | Dec 18, 2024 | 3d scene graph generationGraph Generation | CodeCode Available | 2 |
| FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation | Dec 12, 2024 | Cross-Domain Few-ShotDomain Generalization | CodeCode Available | 2 |
| MaskTerial: A Foundation Model for Automated 2D Material Flake Detection | Dec 12, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 2 |
