Domain Generalization

DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck ICML 2022 Dual Contrastive Learning for General Face Forgery Detection AAAI 2022 Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022 Dynamic Domain Generalization IJCAI 2022 Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift NeurIPS 2022 Efficient and Effective Augmentation Strategy for Adversarial Training NeurIPS 2022 Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022 Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation AAAI 2022 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NeurIPS 2022 EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022 Environment Diversification with Multi-head Neural Network for Invariant Learning NeurIPS 2022 Evaluating Out-of-Distribution Performance on Document Image Classifiers NeurIPS 2022 Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization CVPR 2022 Explicit Tradeoffs between Adversarial and Natural Distributional Robustness NeurIPS 2022 Exploiting Independent Instruments: Identification and Distribution Generalization ICML 2022 Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022 Exploring the Limits of Large Scale Pre-training ICLR 2022 Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains ACL 2022 Failure Modes of Domain Generalization Algorithms CVPR 2022 Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation WACV 2022 FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems NAACL 2022 Feature Distribution Matching for Federated Domain Generalization ACML 2022 Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022 Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection NAACL 2022 FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NeurIPS 2022