| Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation | Mar 27, 2025 | Binary ClassificationVideo Segmentation | —Unverified | 0 |
| Online Reasoning Video Segmentation with Just-in-Time Digital Twins | Mar 27, 2025 | Reasoning SegmentationVideo Segmentation | —Unverified | 0 |
| Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning | Mar 19, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and Tracking | Mar 18, 2025 | DescriptiveInstance Segmentation | CodeCode Available | 0 |
| SAM2 for Image and Video Segmentation: A Comprehensive Survey | Mar 17, 2025 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| Open-World Skill Discovery from Unsegmented Demonstrations | Mar 11, 2025 | Boundary DetectionEvent Segmentation | —Unverified | 0 |
| OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation | Mar 10, 2025 | Pseudo LabelSemantic Segmentation | —Unverified | 0 |
| Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching | Mar 5, 2025 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Parameter-free Video Segmentation for Vision and Language Understanding | Mar 3, 2025 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| An Analysis of Data Transformation Effects on Segment Anything 2 | Feb 25, 2025 | Semantic SegmentationVideo Object Segmentation | —Unverified | 0 |