| Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention | Jun 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration | Jun 20, 2025 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation | Jun 15, 2025 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation | Jun 11, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 |
| The Four Color Theorem for Cell Instance Segmentation | Jun 11, 2025 | Computational EfficiencyInstance Segmentation | CodeCode Available | 1 |
| RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation | Jun 10, 2025 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds | Jun 9, 2025 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Multiple Object Stitching for Unsupervised Representation Learning | Jun 9, 2025 | Contrastive LearningObject | CodeCode Available | 1 |
| OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language Model | Jun 5, 2025 | Instance SegmentationLanguage Modeling | CodeCode Available | 1 |
| GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region Removal | Jun 3, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| Zero-Shot Tree Detection and Segmentation from Aerial Forest Imagery | Jun 3, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 |
| SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost | Jun 2, 2025 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SEMNAV: A Semantic Segmentation-Driven Approach to Visual Semantic Navigation | Jun 2, 2025 | Domain AdaptationNavigate | CodeCode Available | 1 |
| Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic Priors | May 30, 2025 | Human-Object Interaction DetectionSemantic Segmentation | CodeCode Available | 1 |
| Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation | May 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| 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 |
| MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation | May 24, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders | May 23, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| Style Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation | May 22, 2025 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual Reasoning | May 22, 2025 | Open Vocabulary Panoptic SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Sketchy Bounding-box Supervision for 3D Instance Segmentation | May 22, 2025 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation | May 22, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
