| Unlocking the Power of SAM 2 for Few-Shot Segmentation | May 20, 2025 | SegmentationVideo Segmentation | CodeCode Available | 1 |
| DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities | May 17, 2025 | Brain Tumor SegmentationContrastive Learning | CodeCode Available | 1 |
| MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation | May 17, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking | May 13, 2025 | DiversityMamba | CodeCode Available | 1 |
| Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma | May 7, 2025 | Segmentationwhole slide images | CodeCode Available | 1 |
| Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map | May 6, 2025 | Dataset GenerationSegmentation | CodeCode Available | 1 |
| Panoramic Out-of-Distribution Segmentation | May 6, 2025 | DisentanglementDomain Generalization | CodeCode Available | 1 |
| Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation | May 6, 2025 | Open Vocabulary Semantic SegmentationPrompt Engineering | CodeCode Available | 1 |
| Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models | May 5, 2025 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| Real Time Semantic Segmentation of High Resolution Automotive LiDAR Scans | Apr 30, 2025 | Autonomous VehiclesReal-Time Semantic Segmentation | CodeCode Available | 1 |
| SemanticSugarBeets: A Multi-Task Framework and Dataset for Inspecting Harvest and Storage Characteristics of Sugar Beets | Apr 23, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping | Apr 18, 2025 | AllImage Segmentation | CodeCode Available | 1 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation | Apr 15, 2025 | Foreground SegmentationImage Segmentation | CodeCode Available | 1 |
| Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images | Apr 14, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling | Apr 8, 2025 | DecoderGPU | CodeCode Available | 1 |
| Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results | Apr 3, 2025 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation | Apr 2, 2025 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification | Apr 1, 2025 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| 3D Dental Model Segmentation with Geometrical Boundary Preserving | Mar 31, 2025 | Segmentation | CodeCode Available | 1 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Comprehensive segmentation of deep grey nuclei from structural MRI data | Mar 27, 2025 | Segmentation | CodeCode Available | 1 |
| The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs | Mar 25, 2025 | BenchmarkingScene Segmentation | CodeCode Available | 1 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention | Mar 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
