| BP-Seg: A graphical model approach to unsupervised and non-contiguous text segmentation using belief propagation | May 22, 2025 | SegmentationText Segmentation | —Unverified | 0 |
| 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 |
| Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities | May 22, 2025 | Brain Tumor SegmentationIncremental Learning | CodeCode Available | 0 |
| TAGS: 3D Tumor-Adaptive Guidance for SAM | May 21, 2025 | AnatomyImage Segmentation | —Unverified | 0 |
| UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark Dataset | May 21, 2025 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation | May 21, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning | May 21, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| Zero-Shot Gaze-based Volumetric Medical Image Segmentation | May 21, 2025 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition | May 20, 2025 | Conformal PredictionImage Segmentation | —Unverified | 0 |
| Unlocking the Power of SAM 2 for Few-Shot Segmentation | May 20, 2025 | SegmentationVideo Segmentation | CodeCode Available | 1 |
| EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation | May 20, 2025 | Computational EfficiencyDomain Adaptation | —Unverified | 0 |
| Instance Segmentation for Point Sets | May 20, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation | May 20, 2025 | AnatomySegmentation | —Unverified | 0 |
| Every Pixel Tells a Story: End-to-End Urdu Newspaper OCR | May 20, 2025 | ArticlesImage Super-Resolution | —Unverified | 0 |
| Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection | May 19, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Self-Supervised Learning for Image Segmentation: A Comprehensive Survey | May 19, 2025 | ArticlesImage Segmentation | —Unverified | 0 |
| Industrial Synthetic Segment Pre-training | May 19, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching | May 19, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans | May 18, 2025 | Data AugmentationDiversity | —Unverified | 0 |
| Road Segmentation for ADAS/AD Applications | May 18, 2025 | Autonomous DrivingRoad Segmentation | —Unverified | 0 |
| PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging | May 17, 2025 | Image SegmentationLanguage Modeling | —Unverified | 0 |
| Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation | May 17, 2025 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Boosting Off-Road Segmentation via Photometric Distortion and Exponential Moving Average | May 17, 2025 | 2D Semantic SegmentationDecoder | —Unverified | 0 |
| MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation | May 17, 2025 | Image SegmentationMamba | 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 |
