| UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark Dataset | May 21, 2025 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning | May 21, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation | May 21, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Every Pixel Tells a Story: End-to-End Urdu Newspaper OCR | May 20, 2025 | ArticlesImage Super-Resolution | —Unverified | 0 |
| EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation | May 20, 2025 | Computational EfficiencyDomain Adaptation | —Unverified | 0 |
| CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition | May 20, 2025 | Conformal PredictionImage Segmentation | —Unverified | 0 |
| Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation | May 20, 2025 | AnatomySegmentation | —Unverified | 0 |
| Unlocking the Power of SAM 2 for Few-Shot Segmentation | May 20, 2025 | SegmentationVideo Segmentation | CodeCode Available | 1 |
| Instance Segmentation for Point Sets | May 20, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection | May 19, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
