| RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models | Jul 8, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation | Jul 8, 2025 | Depth EstimationDepth Prediction | —Unverified | 0 |
| NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World Models | Jul 5, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 |
| Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation | Jul 5, 2025 | PrognosisSegmentation | CodeCode Available | 0 |
| Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model | Jul 4, 2025 | Pseudo LabelSegmentation | CodeCode Available | 0 |
| ViRefSAM: Visual Reference-Guided Segment Anything Model for Remote Sensing Segmentation | Jul 3, 2025 | Few-Shot LearningSegmentation | —Unverified | 0 |
| No time to train! Training-Free Reference-Based Instance Segmentation | Jul 3, 2025 | Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection | CodeCode Available | 3 |
| Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation | Jul 2, 2025 | MambaSegmentation | CodeCode Available | 0 |
| Autoadaptive Medical Segment Anything Model | Jul 2, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| NOCTIS: Novel Object Cyclic Threshold based Instance Segmentation | Jul 2, 2025 | Instance SegmentationObject | CodeCode Available | 0 |
