Semantic Segmentation

Graph-Theoretic Consistency for Robust and Topology-Aware Semi-Supervised Histopathology Segmentation (Student Abstract) AAAI 2026 Guided Texture Segmentation via Coordinate-Aware Class-Ratio Mapping WACV 2026 High-Level Semantics and Low-Level Features Fusion for Multi-Scale Object Detection in Dynamic Construction Environments WACV 2026 HOPS: Hierarchical Open-vocabulary Part Segmentation with Attention-Aware Filtering and Affinity-Guided Enhancement CVPR 2026 Hymavi : A Hybrid Mamba-Attention Network in Multi-View Framework for Volumetric Medical Image Segmentation WACV 2026 HyPCA-Net: Advancing Multimodal Fusion in Medical Image Analysis WACV 2026 HySeg: Learning Generative Priors for Structure-Aware Remote Sensing Segmentation CVPR 2026 InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer AAAI 2026 IQGS: Instance Query-based Gaussian Segmentation AAAI 2026 Joint Optimization of Camera Model and Deep Neural Network for Image Recognition WACV 2026 Joint Spectral Image Reconstruction and Semantic Segmentation with Cooperative Unfolding CVPR 2026 KD360-VoxelBEV: LiDAR and 360-degree Camera Cross Modality Knowledge Distillation for Bird's-Eye-View Segmentation WACV 2026 LangRef3DGS: Natural Language-Guided 3D Referential Segmentation from Partial Observations via 3D Gaussian Splatting CVPR 2026 Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection CVPR 2026 Learning 3D Texture-Aware Representations for Parsing Diverse Human Clothing and Body Parts AAAI 2026 Learning Spatial-Temporal Consistency for 3D Semantic Scene Completion CVPR 2026 Leveraging Class Distributions in CLIP for Weakly Supervised Semantic Segmentation CVPR 2026 LiDAR-DHMT: LiDAR-Adaptive Dual Hierarchical Mask Transformer for Robust Freespace Detection and Semantic Segmentation WACV 2026 LightSplat: Fast and Memory-Efficient Open-Vocabulary 3D Scene Understanding in Five Seconds CVPR 2026 Local Precise Refinement: A Dual-Gated Mixture-of-Experts for Enhancing Foundation Model Generalization against Spectral Shifts CVPR 2026 Looking Beyond the Window: Global-Local Aligned CLIP for Training-free Open-Vocabulary Semantic Segmentation CVPR 2026 Lorentz Entailment Cone for Semantic Segmentation WACV 2026 Making Training-Free Diffusion Segmentors Scale with the Generative Power CVPR 2026 MambaSeg: Harnessing Mamba for Accurate and Efficient Image-Event Semantic Segmentation AAAI 2026 MFINet: Multi-view Fusion and 2D–3D Interaction Enhancement for Real-Time LiDAR Semantic Segmentation AAAI 2026