| Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation | Sep 4, 2024 | Dichotomous Image SegmentationImage Segmentation | CodeCode Available | 1 |
| Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation | Sep 2, 2024 | Brain Tumor SegmentationFederated Learning | 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 |
| Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment | Aug 29, 2024 | Point Cloud SegmentationPseudo Label | CodeCode Available | 1 |
| Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency | Aug 29, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Segmentation-guided Layer-wise Image Vectorization with Gradient Fills | Aug 28, 2024 | SegmentationVector Graphics | CodeCode Available | 1 |
| Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation | Aug 23, 2024 | Crack SegmentationSegmentation | CodeCode Available | 1 |
| Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets | Aug 22, 2024 | AllBenchmarking | CodeCode Available | 1 |
| NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation | Aug 21, 2024 | DecoderDomain Generalization | CodeCode Available | 1 |
