Semantic Segmentation

StreetView-Waste: A Multi-Task Dataset for Urban Waste Management WACV 2026 Structure-Aware Feature Rectification with Region Adjacency Graphs for Training-free Open-Vocabulary Semantic Segmentation WACV 2026 Structure-Aware Representation Distillation for Tiny-Dense Object Segmentation CVPR 2026 Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026 Task-Aware Image Signal Processor for Advanced Visual Perception CVPR 2026 Temporal Memory Enhancement for Semantic Segmentation in Surgical Video MIDL 2026 TerraSeg: Self-Supervised Ground Segmentation for Any LiDAR CVPR 2026 The Power of Prior: Training-Free Open-Vocabulary Semantic Segmentation with LLaVA CVPR 2026 Towards Effective Surgical Representation Learning with DINO Models MIDL 2026 Towards High-Quality Image Segmentation: Improving Topology Accuracy by Penalizing Neighbor Pixels CVPR 2026 Towards Robust Multi-Modal Semantic Segmentation with Teacher-Student Framework and Hybrid Prototype Distillation CVPR 2026 Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026 Transferable RL for Real-World Navigation Using Semantic Segmentation and Bird’s-Eye View Abstraction AAAI 2026 Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026 UniGeoSeg: Towards Unified Open-World Segmentation for Geospatial Scenes CVPR 2026 UniRefiner: Teaching Pre-trained ViTs to Self-Dispose Dross via Contrastive Register CVPR 2026 Unleashing Semantic and Geometric Priors for 3D Scene Completion AAAI 2026 Unlocking 3D Affordance Segmentation with 2D Semantic Knowledge CVPR 2026 Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling CVPR 2026 VesMamba: 3D Pulmonary Vessel Segmentation from CT images via Mamba with Structural Perception and Scale-aware Filtering CVPR 2026 WalkGPT: Grounded Vision-Language Conversation with Depth-Aware Segmentation for Pedestrian Navigation CVPR 2026 WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation AAAI 2026 What-Meets-Where: Unified Learning of Action and Contact Localization in Images AAAI 2026 Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion AAAI 2026 WSSSP-Net: Weakly Supervised Semantic Segmentation Plugin Network for Face Anti-Spoofing WACV 2026