| SQ-GAN: Semantic Image Communications Using Masked Vector Quantization | Feb 13, 2025 | Image CompressionQuantization | CodeCode Available | 1 |
| SASVi - Segment Any Surgical Video | Feb 12, 2025 | SegmentationVideo Segmentation | CodeCode Available | 1 |
| Conditional diffusion model with spatial attention and latent embedding for medical image segmentation | Feb 10, 2025 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge | Feb 7, 2025 | Data AugmentationSegmentation | CodeCode Available | 1 |
| UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation | Feb 4, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Vision and Language Reference Prompt into SAM for Few-shot Segmentation | Feb 2, 2025 | Segmentation | CodeCode Available | 1 |
| Parameter Efficient Fine-Tuning of Segment Anything Model | Feb 1, 2025 | modelparameter-efficient fine-tuning | CodeCode Available | 1 |
| ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation Transformer | Jan 29, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| SeqSeg: Learning Local Segments for Automatic Vascular Model Construction | Jan 27, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CLISC: Bridging clip and sam by enhanced cam for unsupervised brain tumor segmentation | Jan 27, 2025 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation | Jan 23, 2025 | Contrastive LearningOrgan Segmentation | CodeCode Available | 1 |
| Towards Accurate Unified Anomaly Segmentation | Jan 21, 2025 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| MedicoSAM: Towards foundation models for medical image segmentation | Jan 20, 2025 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention | Jan 18, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks | Jan 17, 2025 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| The R-Vessel-X Project | Jan 17, 2025 | AnatomySegmentation | CodeCode Available | 1 |
| Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation | Jan 14, 2025 | Objectobject-detection | CodeCode Available | 1 |
| Unsupervised Speech Segmentation: A General Approach Using Speech Language Models | Jan 7, 2025 | Boundary DetectionSegmentation | CodeCode Available | 1 |
| LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation | Jan 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| KM-UNet KAN Mamba UNet for medical image segmentation | Jan 5, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function | Jan 2, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation | Jan 1, 2025 | Segmentation | CodeCode Available | 1 |
| Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater | Jan 1, 2025 | Deep Reinforcement LearningSegmentation | CodeCode Available | 1 |
| FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer Segmentation | Jan 1, 2025 | Computational EfficiencyLesion Segmentation | CodeCode Available | 1 |
