| 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 |
| PaveSAM Segment Anything for Pavement Distress | Sep 11, 2024 | DecoderSegmentation | —Unverified | 0 |
| Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation | Sep 4, 2024 | Dichotomous Image SegmentationImage Segmentation | CodeCode Available | 1 |
| Image-to-Lidar Relational Distillation for Autonomous Driving Data | Sep 1, 2024 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey | Aug 23, 2024 | Image SegmentationSegmentation | CodeCode Available | 5 |
| SAM-SP: Self-Prompting Makes SAM Great Again | Aug 22, 2024 | SegmentationZero Shot Segmentation | —Unverified | 0 |
| Enforcing View-Consistency in Class-Agnostic 3D Segmentation Fields | Aug 19, 2024 | Contrastive LearningObject | —Unverified | 0 |
| SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images | Aug 19, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation | Aug 8, 2024 | DecoderInteractive Segmentation | —Unverified | 0 |
| PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI Estimation | Aug 7, 2024 | DecoderDense Captioning | CodeCode Available | 0 |
| Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2 | Aug 3, 2024 | DiversitySegmentation | CodeCode Available | 3 |
| X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray Images | Jul 22, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 0 |
| MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis | Jul 18, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation | Jul 17, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training | Jul 16, 2024 | AnatomyData Augmentation | —Unverified | 0 |
| PanSAM: Zero-Shot, Prompt-Free Pancreas Segmentation in CT Imaging | Jul 3, 2024 | DiagnosticPancreas Segmentation | CodeCode Available | 0 |
| PanopticRecon: Leverage Open-vocabulary Instance Segmentation for Zero-shot Panoptic Reconstruction | Jul 1, 2024 | 3D Panoptic SegmentationInstance Segmentation | —Unverified | 0 |
| A Simple Framework for Open-Vocabulary Zero-Shot Segmentation | Jun 23, 2024 | Representation Learningzero-shot-classification | —Unverified | 0 |
| Boosting Medical Image Classification with Segmentation Foundation Model | Jun 16, 2024 | Classificationimage-classification | —Unverified | 0 |
| RobustSAM: Segment Anything Robustly on Degraded Images | Jun 13, 2024 | DeblurringImage Dehazing | CodeCode Available | 3 |
| Interpreting the Second-Order Effects of Neurons in CLIP | Jun 6, 2024 | AttributeZero Shot Segmentation | —Unverified | 0 |
