| Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects | Dec 5, 2024 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
| COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training | Dec 2, 2024 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Segment to Recognize Robustly -- Enhancing Recognition by Image Decomposition | Nov 24, 2024 | Zero Shot Segmentation | —Unverified | 0 |
| Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI | Nov 8, 2024 | SegmentationZero Shot Segmentation | —Unverified | 0 |
| 3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object Rearrangement | Nov 6, 2024 | 3DGSChange Detection | CodeCode Available | 2 |
| ZIM: Zero-Shot Image Matting for Anything | Nov 1, 2024 | Image InpaintingImage Matting | CodeCode Available | 3 |
| Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images | Oct 11, 2024 | Gaze EstimationSegmentation | —Unverified | 0 |
| Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations | Oct 3, 2024 | Zero Shot Segmentation | CodeCode Available | 2 |
| MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation | Sep 28, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 2 |
| Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation | Sep 16, 2024 | DecoderTask 2 | —Unverified | 0 |
