Domain Generalization

High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization WACV 2026 Human Knowledge Integrated Multi-modal Learning for Single Source Domain Generalization WACV 2026 HyperGOOD: Towards Out-of-Distribution Detection in Hypergraphs AAAI 2026 Invariant Conditional Molecular Generation Under Distribution Shift AAAI 2026 Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026 Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization 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 Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization AAAI 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 Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization AAAI 2026 MultiTab: A Scalable Foundation for Multitask Learning on Tabular Data AAAI 2026 Not Just What’s There: Enabling CLIP to Comprehend Negated Visual Descriptions Without Fine-Tuning AAAI 2026 One Model, Many Behaviors: Training-Induced Effects on Out-of-Distribution Detection WACV 2026 Optimizing against Infeasible Inclusions from Data for Semantic Segmentation through Morphology WACV 2026 Out-of-Distribution Generalization with a SPARC: Racing 100 Unseen Vehicles with a Single Policy AAAI 2026 PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning AAAI 2026 Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios AAAI 2026 PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification AAAI 2026 PQDA:Policy-Aligned Q-Consistency Meets Decoupled Augmentation for Generalizable Visual RL AAAI 2026 Pretraining Helps When Capacity Allows: Evidence from Ultra-Small ConvNets WACV 2026 ProLoG: Hybrid Prompt and LoRA Based Adaptation of Vision-Language Models for OOD Generalization AAAI 2026 PromptGAR: Flexible Promptive Group Activity Recognition WACV 2026