| SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction | Jul 21, 2025 | ObjectSegmentation | —Unverified | 0 |
| DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model | Jul 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| A Privacy-Preserving Semantic-Segmentation Method Using Domain-Adaptation Technique | Jul 17, 2025 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Unified Medical Image Segmentation with State Space Modeling Snake | Jul 17, 2025 | Image SegmentationMamba | —Unverified | 0 |
| SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation | Jul 17, 2025 | Earth ObservationInstance Segmentation | CodeCode Available | 0 |
| SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation | Jul 16, 2025 | Boundary DetectionPseudo Label | —Unverified | 0 |
| Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation | Jul 15, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping | Jul 15, 2025 | Instance Segmentationobject-detection | —Unverified | 1 |
| U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV | Jul 15, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation | Jul 15, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second | Jul 14, 2025 | Novel View SynthesisPoint Tracking | —Unverified | 0 |
| A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight Computers | Jul 14, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 |
| DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation | Jul 14, 2025 | DecoderGPU | CodeCode Available | 0 |
| Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks | Jul 14, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Prompt Engineering in Segment Anything Model: Methodologies, Applications, and Emerging Challenges | Jul 13, 2025 | Image SegmentationPrompt Engineering | —Unverified | 0 |
| Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation | Jul 13, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks | Jul 11, 2025 | image-classificationImage Classification | —Unverified | 0 |
| HNOSeg-XS: Extremely Small Hartley Neural Operator for Efficient and Resolution-Robust 3D Image Segmentation | Jul 10, 2025 | GPUImage Segmentation | CodeCode Available | 0 |
| Rethinking Query-based Transformer for Continual Image Segmentation | Jul 10, 2025 | Continual LearningImage Segmentation | CodeCode Available | 1 |
| MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation | Jul 10, 2025 | NeRFObject | —Unverified | 0 |
| LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance | Jul 8, 2025 | AttributeSegmentation | CodeCode Available | 0 |
| Empowering Bridge Digital Twins by Bridging the Data Gap with a Unified Synthesis Framework | Jul 8, 2025 | Missing LabelsSemantic Segmentation | —Unverified | 0 |
| DreamGrasp: Zero-Shot 3D Multi-Object Reconstruction from Partial-View Images for Robotic Manipulation | Jul 8, 2025 | 3D geometry3D Reconstruction | —Unverified | 0 |
| Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations | Jul 8, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| I^2R: Inter and Intra-image Refinement in Few Shot Segmentation | Jul 8, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
