| ViRefSAM: Visual Reference-Guided Segment Anything Model for Remote Sensing Segmentation | Jul 3, 2025 | Few-Shot LearningSegmentation | —Unverified | 0 |
| No time to train! Training-Free Reference-Based Instance Segmentation | Jul 3, 2025 | Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection | CodeCode Available | 3 |
| Autoadaptive Medical Segment Anything Model | Jul 2, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation | Jul 2, 2025 | MambaSegmentation | CodeCode Available | 0 |
| NOCTIS: Novel Object Cyclic Threshold based Instance Segmentation | Jul 2, 2025 | Instance SegmentationObject | CodeCode Available | 0 |
| Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays | Jul 1, 2025 | AllImage Segmentation | —Unverified | 0 |
| GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models | Jun 30, 2025 | Organ SegmentationSegmentation | —Unverified | 0 |
| Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation | Jun 30, 2025 | Data AugmentationSegmentation | —Unverified | 0 |
| DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation | Jun 29, 2025 | Camouflaged Object SegmentationInteractive Segmentation | —Unverified | 0 |
| Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval | Jun 28, 2025 | Cross-Modal RetrievalImage Captioning | —Unverified | 0 |
| Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder | Jun 28, 2025 | Image SegmentationLarge Language Model | CodeCode Available | 1 |
| TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models | Jun 27, 2025 | DecoderSegmentation | —Unverified | 0 |
| ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts | Jun 27, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields | Jun 27, 2025 | Hyperspectral UnmixingMaterial Segmentation | CodeCode Available | 1 |
| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 |
| Segment Anything in Pathology Images with Natural Language | Jun 26, 2025 | DiagnosticFeature Importance | —Unverified | 0 |
| TSDASeg: A Two-Stage Model with Direct Alignment for Interactive Point Cloud Segmentation | Jun 26, 2025 | cross-modal alignmentInteractive Segmentation | —Unverified | 0 |
| HalluSegBench: Counterfactual Visual Reasoning for Segmentation Hallucination Evaluation | Jun 26, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation | Jun 26, 2025 | Panoptic SegmentationSegmentation | —Unverified | 0 |
| PanSt3R: Multi-view Consistent Panoptic Segmentation | Jun 26, 2025 | 2D Panoptic Segmentation3D geometry | —Unverified | 0 |
| SAM4D: Segment Anything in Camera and LiDAR Streams | Jun 26, 2025 | 4D reconstructionAutonomous Driving | —Unverified | 0 |
| AI-Driven MRI-based Brain Tumour Segmentation Benchmarking | Jun 25, 2025 | BenchmarkingImage Segmentation | —Unverified | 0 |
| Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation | Jun 25, 2025 | Knowledge DistillationRelation | —Unverified | 0 |
| Volumetric segmentation of muscle compartments using in vivo imaging and architectural validation in human finger flexors | Jun 25, 2025 | AnatomySegmentation | —Unverified | 0 |
| AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation | Jun 25, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
