Semantic Segmentation

DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation WACV 2026 DriverGaze360: OmniDirectional Driver Attention with Object-Level Guidance CVPR 2026 Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design CVPR 2026 Dual-level Adapter Boosting Prompt-free Curvilinear Structure Segmentation CVPR 2026 DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation WACV 2026 Efficient Video Object Segmentation and Tracking with Recurrent Dynamic Submodel CVPR 2026 EG-3DVG: Expression and Geometry Aware Grounding Decoder for 3D Visual Grounding CVPR 2026 EIDSeg: A Pixel-Level Semantic Segmentation Dataset for Post-Earthquake Damage Assessment from Social Media Images AAAI 2026 Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video MIDL 2026 Energy-guided Dual Domain-invariant Prompting Framework with Fourier Regularization for Generalized Few-Shot Medical Segmentation AAAI 2026 Enforcing 3D Coherence in Semi-Supervised Segmentation for Pancreatic Tumor Histopathology from Light Sheet Fluorescence Microscopy MIDL 2026 Evolving Semantic Propagation for Aerial Semantic 3D Gaussian Splatting AAAI 2026 Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing AAAI 2026 Exploring the Underwater World Segmentation without Extra Training CVPR 2026 F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation CVPR 2026 FARF-Net: Frequency-guided Adaptive Receptive Field Network for Edge-enhanced Polyp Segmentation WACV 2026 FCC: Fully Connected Correlation for One-Shot Segmentation WACV 2026 FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation WACV 2026 Focus on Background: Exploring SAM's Potential in Few-shot Medical Image Segmentation with Background-centric Prompting CVPR 2026 From Softmax to Dirichlet: Evidential Learning for Semi-supervised Semantic Segmentation CVPR 2026 From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation ACL 2026 GAGS: Granularity-Aware Feature Distillation for Language Gaussian Splatting AAAI 2026 Generalized Category Discovery for LiDAR Semantic Segmentation WACV 2026 GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding AAAI 2026 Geometric-Aware Hypergraph Reasoning for Novel Class Discovery in Point Cloud Segmentation CVPR 2026