Domain Generalization

Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset ACL 2021 Meta Batch-Instance Normalization for Generalizable Person Re-Identification CVPR 2021 Meta-Learning for Domain Generalization in Semantic Parsing NAACL 2021 MetaNorm: Learning to Normalize Few-Shot Batches Across Domains ICLR 2021 MetaSets: Meta-Learning on Point Sets for Generalizable Representations CVPR 2021 Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement Interspeech 2021 Model-Based Domain Generalization NeurIPS 2021 Modular Networks for Compositional Instruction Following NAACL 2021 Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021 Multi-Domain Multi-Task Rehearsal for Lifelong Learning AAAI 2021 NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization ICCV 2021 No RL, No Simulation: Learning to Navigate without Navigating NeurIPS 2021 On Calibration and Out-of-Domain Generalization NeurIPS 2021 On Compositional Generalization of Neural Machine Translation ACL 2021 On Generalization in Coreference Resolution EMNLP 2021 On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness NeurIPS 2021 On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification ICML 2021 On Robustness and Transferability of Convolutional Neural Networks CVPR 2021 On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021 On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL 2021 On the Transfer of Disentangled Representations in Realistic Settings ICLR 2021 OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres ACL 2021 Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021 Out-of-Distribution Generalization in Kernel Regression NeurIPS 2021 Out-of-Distribution Generalization via Risk Extrapolation (REx) ICML 2021