| A Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing Images | May 26, 2025 | Boundary DetectionChange Detection | CodeCode Available | 1 |
| LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation | May 26, 2025 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| ADD-SLAM: Adaptive Dynamic Dense SLAM with Gaussian Splatting | May 26, 2025 | NeRFobject-detection | —Unverified | 0 |
| The Missing Point in Vision Transformers for Universal Image Segmentation | May 26, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| LlamaSeg: Image Segmentation via Autoregressive Mask Generation | May 26, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| What You Perceive Is What You Conceive: A Cognition-Inspired Framework for Open Vocabulary Image Segmentation | May 26, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration | May 26, 2025 | Domain GeneralizationHallucination | CodeCode Available | 2 |
| Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation | May 26, 2025 | Autonomous DrivingMedical Image Analysis | —Unverified | 0 |
| DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization | May 26, 2025 | Scene ParsingSemantic Segmentation | —Unverified | 0 |
| A fully automated urban PV parameterization framework for improved estimation of energy production profiles | May 26, 2025 | Semantic Segmentation | —Unverified | 0 |
| Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation | May 25, 2025 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 0 |
| SPARS: Self-Play Adversarial Reinforcement Learning for Segmentation of Liver Tumours | May 25, 2025 | DiagnosticSemantic Segmentation | CodeCode Available | 0 |
| A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic Segmentation | May 25, 2025 | Crop ClassificationData Augmentation | CodeCode Available | 0 |
| Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model | May 25, 2025 | cross-modal alignmentImage Segmentation | —Unverified | 0 |
| CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation | May 25, 2025 | Image SegmentationLong-range modeling | CodeCode Available | 0 |
| LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point CLoud Active Learning | May 25, 2025 | Active LearningSemantic Segmentation | —Unverified | 0 |
| MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation | May 24, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation | May 24, 2025 | Image SegmentationKolmogorov-Arnold Networks | CodeCode Available | 0 |
| ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of Thoughts | May 24, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 0 |
| FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | —Unverified | 0 |
| SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond Classification | May 23, 2025 | BenchmarkingClassification | CodeCode Available | 0 |
| REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders | May 23, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| Sketchy Bounding-box Supervision for 3D Instance Segmentation | May 22, 2025 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| TextureSAM: Towards a Texture Aware Foundation Model for Segmentation | May 22, 2025 | Material ClassificationObject | —Unverified | 0 |
