semantic segmentation

HyperCOD: The First Challenging Benchmark and Baseline for Hyperspectral Camouflaged Object Detection AAAI 2026 Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging WACV 2026 InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer AAAI 2026 INSID3: Training-Free In-Context Segmentation with DINOv3 CVPR 2026 IQGS: Instance Query-based Gaussian Segmentation AAAI 2026 ISALux: Illumination and Semantics-Aware Transformer Employing Mixture of Experts for Low Light Image Enhancement WACV 2026 JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion AAAI 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 LASOR: Towards Clinically Transparent and Explainable Ophthalmic Report Generation via Lesion-Aware Segmentation WACV 2026 Layout Anything: One Transformer for Universal Room Layout Estimation WACV 2026 Learning 3D Occupancy from Beam Overlap in 2D Rotating mmWave Radar AAAI 2026 Learning 3D Texture-Aware Representations for Parsing Diverse Human Clothing and Body Parts AAAI 2026 Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation AAAI 2026 Learning to Identify Out-of-Distribution Objects for 3D LiDAR Anomaly Segmentation CVPR 2026 LiDAR-DHMT: LiDAR-Adaptive Dual Hierarchical Mask Transformer for Robust Freespace Detection and Semantic Segmentation WACV 2026 LiDeRe: A Lightweight Readout for Fast and Data-Efficient Dense Prediction CVPR 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 LoGoSeg: Integrating Local and Global Features for Open-Vocabulary Semantic Segmentation AAAI 2026 Lorentz Entailment Cone for Semantic Segmentation WACV 2026 LWGANet: Addressing Spatial and Channel Redundancy in Remote Sensing Visual Tasks with Light-Weight Grouped Attention AAAI 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 MARSS: Radar Semantic Segmentation via Modular Attention and State Space Models CVPR 2026