Semantic Segmentation

CaRS: A Causal Intervention Segmentation Framework and Benchmark Dataset for Autonomous Driving under Transitional Weather Conditions WACV 2026 Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation AAAI 2026 CDICS: Delving Into Fine-Grained Attribute for In-Context Segmentation via Compositional Prompts and Phased Decoupling CVPR 2026 CHARM: Collaborative Harmonization Across Arbitrary Modalities for Modality-Agnostic Semantic Segmentation AAAI 2026 CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images MIDL 2026 ClimaOoD: Improving Anomaly Segmentation via Physically Realistic Synthetic Data CVPR 2026 CLP: A Real-World Dataset of Contaminated Lens Protectors for Robust Semantic Segmentation CVPR 2026 Cluster-based Pseudo-labeling for Semi-Supervised LiDAR Semantic Segmentation WACV 2026 Collaborative Feature Matching with Progressive Correspondence Learning AAAI 2026 ConStruct: Structural Distillation of Foundation Models for Prototype-Based Weakly Supervised Histopathology Segmentation MIDL 2026 CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation WACV 2026 CP-CLIP: Customized Parameter Generation for Open-vocabulary Semantic Segmentation AAAI 2026 CrackSSM: Reviving SSMs for Crack Segmentation via Dynamic Scanning CVPR 2026 Cross-Domain Few-Shot Segmentation via Multi-view Progressive Adaptation CVPR 2026 CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation CVPR 2026 CycleBEV: Regularizing View Transformation Networks via View Cycle Consistency for Bird's-Eye-View Semantic Segmentation CVPR 2026 DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation AAAI 2026 Decoupling Shape and Texture in SAM-2 via Controlled Texture Replacement WACV 2026 DeDelayed: Deleting Remote Inference Delay via On-Device Correction CVPR 2026 Deeply Seeking Boundary for Lunar Regolith Segmentation AAAI 2026 Deploying Rapid Damage Assessments from sUAS Imagery for Disaster Response AAAI 2026 Divide, Conquer, and Aggregate: Asymmetric Experts for Class-Imbalanced Semi-Supervised Medical Image Segmentation CVPR 2026 Do Audio-Visual Segmentation Models Truly Segment Sounding Objects? AAAI 2026 DOODLE: Diffusion-based Out-of-Distribution Learning for Open-set LiDAR Semantic Segmentation WACV 2026 DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation AAAI 2026