| PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation | Sep 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance | Sep 7, 2024 | Image SegmentationPseudo Label | CodeCode Available | 1 |
| CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studies | Sep 6, 2024 | HippocampusInstance Segmentation | CodeCode Available | 1 |
| Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation | Sep 6, 2024 | 3D Semantic Segmentation3D Source-Free Domain Adaptation | CodeCode Available | 1 |
| MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of Mice | Sep 5, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones | Sep 5, 2024 | CPUGPU | CodeCode Available | 1 |
| Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation | Sep 5, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| iSeg: An Iterative Refinement-based Framework for Training-free Segmentation | Sep 5, 2024 | Image GenerationSegmentation | CodeCode Available | 1 |
| Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation | Sep 4, 2024 | Dichotomous Image SegmentationImage Segmentation | CodeCode Available | 1 |
| SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation | Sep 3, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background | Sep 1, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation | Aug 31, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Stochastic Layer-Wise Shuffle: A Good Practice to Improve Vision Mamba Training | Aug 30, 2024 | Image ClassificationMamba | CodeCode Available | 1 |
| Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency | Aug 29, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| LV-UNet: A Lightweight and Vanilla Model for Medical Image Segmentation | Aug 29, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and VisualAnalysis Strategy | Aug 22, 2024 | AttributeCamouflaged Object Segmentation | CodeCode Available | 1 |
| Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets | Aug 22, 2024 | AllBenchmarking | CodeCode Available | 1 |
| ISETHDR: A Physics-based Synthetic Radiance Dataset for High Dynamic Range Driving Scenes | Aug 22, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes | Aug 22, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation | Aug 21, 2024 | DecoderDomain Generalization | CodeCode Available | 1 |
| Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation | Aug 20, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Dynamic Label Injection for Imbalanced Industrial Defect Segmentation | Aug 19, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images | Aug 19, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Flemme: A Flexible and Modular Learning Platform for Medical Images | Aug 18, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
