Image Segmentation

Segment and Matte Anything in a Unified Model AAAI 2026 SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation CVPR 2026 Semi-Supervised Semantic Segmentation via Derivative Label Propagation AAAI 2026 SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation MIDL 2026 SHAPE: Structure-aware Hierarchical Unsupervised Domain Adaptation with Plausibility Evaluation for Medical Image Segmentation CVPR 2026 SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection AAAI 2026 SPAR-Det: Segmentation-guided and Prior-Aided Routing for Small Object Detection WACV 2026 Spatially-Guided Self-Attention Refinement for Zero-Shot Hair Segmentation (Student Abstract) AAAI 2026 SplatSSC: Decoupled Depth-Guided Gaussian Splatting for Semantic Scene Completion AAAI 2026 SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation AAAI 2026 StreetView-Waste: A Multi-Task Dataset for Urban Waste Management WACV 2026 SurfDist: Interpretable Three-Dimensional Instance Segmentation Using Curved Surface Patches WACV 2026 Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models AAAI 2026 Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026 Task-Aware 3D Affordance Segmentation via 2D Guidance and Geometric Refinement AAAI 2026 Test-Time Multi-Prompt Adaptation for Open-Vocabulary Remote Sensing Image Segmentation CVPR 2026 TF-SSD: A Strong Pipeline via Synergic Mask Filter for Training-free Co-salient Object Detection CVPR 2026 The Missing Point in Vision Transformers for Universal Image Segmentation CVPR 2026 Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation MIDL 2026 Towards Efficient and Effective Interactive 3D Segmentation AAAI 2026 Towards High-Quality Image Segmentation: Improving Topology Accuracy by Penalizing Neighbor Pixels CVPR 2026 Training-free Boosting for Few-shot Segmentation via Generalizing Semantic Mining AAAI 2026 Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026 TSPE-GS: Probabilistic Depth Extraction for Semi-Transparent Surface Reconstruction via 3D Gaussian Splatting AAAI 2026 TSTM: Temporal Segmentation for Task-relevant Mask in Visual Reinforcement Learning Generalization CVPR 2026