Semantic Segmentation

ACPV-Net: All-Class Polygonal Vectorization for Seamless Vector Map Generation from Aerial Imagery CVPR 2026 An Instance-Centric Panoptic Occupancy Prediction Benchmark for Autonomous Driving CVPR 2026 BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation CVPR 2026 Bayesian Decomposition and Semantic Completion for Few-shot Semantic Segmentation CVPR 2026 Beyond Text: Visual Description Assembly by Probabilistic Model for CLIP-based Weakly Supervised Semantic Segmentation CVPR 2026 Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation CVPR 2026 CoSMo3D: Open-World Promptable 3D Semantic Segmentation through LLM-Guided Canonical Spatial Modeling CVPR 2026 D$^2$-Former: Mixture-Of-Experts Guided Dual Transformer for Multi-Scale Medical Image Segmentation MIDL 2026 Denoise and Align: Towards Source-Free UDA for Robust Panoramic Semantic Segmentation CVPR 2026 Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design CVPR 2026 ExtrinSplat: Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D Gaussian Splatting CVPR 2026 Frequency-Aware Affinity for Weakly Supervised Semantic Segmentation CVPR 2026 GeCo: Geometry-Consistent Regularization for Domain Generalized Semantic Segmentation CVPR 2026 Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation CVPR 2026 GeoGuide: Hierarchical Geometric Guidance for Open-Vocabulary 3D Semantic Segmentation CVPR 2026 HAD: Heterogeneity-Aware Distillation for Lifelong Heterogeneous Learning CVPR 2026 Heuristic Self-Paced Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions CVPR 2026 Hilbert Curve-Based Attention Enabling Topology-Preserving Image Tensor Representation for Semantic Segmentation Network CVPR 2026 Hyperbolic Prototype Learning with Uncertainty-Aware Consistency for Continual Test-Time Segmentation CVPR 2026 Image-to-Point Cloud Feature Back-Projection for Multimodal Training of 3D Semantic Segmentation CVPR 2026 MARSS: Radar Semantic Segmentation via Modular Attention and State Space Models CVPR 2026 Masked Representation Modeling for Domain-Adaptive Segmentation CVPR 2026 MatchMask: Mask-Centric Generative Data Augmentation for Label-Scarce Semantic Segmentation CVPR 2026 Mixture of Prototypes for Test-time Adaptive Segmentation CVPR 2026