domain generalization

Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 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 FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NeurIPS 2022 Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning EMNLP 2022 Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022 Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization ICML 2022 FOCUS: Familiar Objects in Common and Uncommon Settings ICML 2022 Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022 Formulating Robustness Against Unforeseen Attacks NeurIPS 2022 FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022 FS6D: Few-Shot 6D Pose Estimation of Novel Objects CVPR 2022 Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022 Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization CVPR 2022 Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers Interspeech 2022 Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder ICML 2022 Generative Adaptive Convolutions for Real-World Noisy Image Denoising AAAI 2022 Generative multitask learning mitigates target-causing confounding NeurIPS 2022 GenLoco: Generalized Locomotion Controllers for Quadrupedal Robots CoRL 2022 Geometric and Textural Augmentation for Domain Gap Reduction CVPR 2022 GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization NeurIPS 2022