Domain Generalization

Bridge: Basis-Driven Causal Inference Marries VFMs for Domain Generalization CVPR 2026 Bridging Domain Invariance and Diversity: A Fine-Grained Risk Bound for Domain Generalization JMLR 2026 Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation CVPR 2026 Controllable Federated Prompt Learning at Test Time CVPR 2026 Data-Centric Meta-Learning for Robust Few-Shot Generalization CVPR 2026 Domain Generalizable AI Guardrails with Augmented Policy Training ACL 2026 Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation CVPR 2026 Generalizable Radio-Frequency Radiance Fields for Spatial Spectrum Synthesis CVPR 2026 Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization ACL 2026 Mamba Learns in Context: Structure-Aware Domain Generalization for Multi-Task Point Cloud Understanding CVPR 2026 See Through the Noise: Improving Domain Generalization in Gaze Estimation CVPR 2026 Domain Generalization with Vital Phase Augmentation AAAI 2024 Non-stationary Domain Generalization: Theory and Algorithm UAI 2024 Cycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization ICLR 2023 Domain Generalization with Interpolation Robustness ACML 2023 Efficient Federated Domain Translation ICLR 2023 Internal Robust Representations for Domain Generalization AAAI 2023 Learning Uncertainty for Unknown Domains with Zero-Target-Assumption ICLR 2023 Meta-forests: Domain generalization on random forests with meta-learning ACML 2023 CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization ICLR 2022 Localized Adversarial Domain Generalization CVPR 2022 Towards Data-Free Domain Generalization ACML 2022 Generalization in Instruction Following Systems NAACL 2021 Modular Networks for Compositional Instruction Following NAACL 2021 SWAD: Domain Generalization by Seeking Flat Minima NeurIPS 2021