domain generalization

High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization WACV 2026 ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models AAAI 2026 ImageNet-sES: A First Systematic Study of Sensor-Environment Simulation Anchored by Real Recaptures WACV 2026 Instance-Guided Scene Adaptation for Unsupervised Person Search AAAI 2026 Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation AAAI 2026 Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026 Learning to Learn Weight Generation via Local Consistency Diffusion CVPR 2026 Local Precise Refinement: A Dual-Gated Mixture-of-Experts for Enhancing Foundation Model Generalization against Spectral Shifts CVPR 2026 Mamba Learns in Context: Structure-Aware Domain Generalization for Multi-Task Point Cloud Understanding CVPR 2026 MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation CVPR 2026 MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models AAAI 2026 MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation CVPR 2026 MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation AAAI 2026 MegaCoin: Enhancing Medium-Grained Color Perception for Vision-Language Models AAAI 2026 MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026 MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation ACL 2026 MoE^2: A Mixture-of-Mixtures of Experts for Ensemble-Free Domain Generalization AAAI 2026 Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models AAAI 2026 MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models EACL 2026 Multimodal Causality-Driven Representation Learning for Generalizable Medical Image Segmentation CVPR 2026 Object-Centric Data Synthesis for Category-level Object Detection (Student Abstract) AAAI 2026 Object-Generalized Re-Identification: A Step Towards Universal Instance Perception CVPR 2026 One Model, Many Behaviors: Training-Induced Effects on Out-of-Distribution Detection WACV 2026 Open-Vocabulary Domain Generalization in Urban-Scene Segmentation CVPR 2026 Order Matters: 3D Shape Generation from Sequential VR Sketches CVPR 2026