| Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation | Mar 6, 2025 | Active LearningImage Segmentation | —Unverified | 0 |
| Geometry-Constrained Monocular Scale Estimation Using Semantic Segmentation for Dynamic Scenes | Mar 6, 2025 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining | Mar 6, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data | Mar 6, 2025 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Image-Based Relocalization and Alignment for Long-Term Monitoring of Dynamic Underwater Environments | Mar 6, 2025 | Image SegmentationManagement | CodeCode Available | 1 |
| Towards Intelligent Transportation with Pedestrians and Vehicles In-the-Loop: A Surveillance Video-Assisted Federated Digital Twin Framework | Mar 6, 2025 | ManagementSemantic Segmentation | —Unverified | 0 |
| EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images | Mar 6, 2025 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Periodontal Bone Loss Analysis via Keypoint Detection With Heuristic Post-Processing | Mar 5, 2025 | Instance SegmentationKeypoint Detection | —Unverified | 0 |
| SurgiSAM2: Fine-tuning a foundational model for surgical video anatomy segmentation and detection | Mar 5, 2025 | AnatomyScene 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 |
