Domain Generalization

Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization ICLR 2023 Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023 Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View CVPR 2023 3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection CVPR 2022 A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning ICLR 2022 EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022 Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022 Localized Adversarial Domain Generalization CVPR 2022 Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022 Proactive Image Manipulation Detection CVPR 2022 PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation AAAI 2022 Towards Data-Free Domain Generalization ACML 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022 WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022 Domain General Face Forgery Detection by Learning to Weight AAAI 2021 Improving Model Generalization: A Chinese Named Entity Recognition Case Study ACL 2021 In Search of Lost Domain Generalization ICLR 2021 MetaSets: Meta-Learning on Point Sets for Generalizable Representations CVPR 2021 Person30K: A Dual-Meta Generalization Network for Person Re-Identification CVPR 2021 Reducing Domain Gap by Reducing Style Bias CVPR 2021 Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021 SWAD: Domain Generalization by Seeking Flat Minima NeurIPS 2021 Deep Domain-Adversarial Image Generation for Domain Generalisation AAAI 2020 Learning Meta Face Recognition in Unseen Domains CVPR 2020 Single-Side Domain Generalization for Face Anti-Spoofing CVPR 2020