out-of-distribution generalization

Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021 Increasing Robustness to Spurious Correlations using Forgettable Examples EACL 2021 Integrated Latent Heterogeneity and Invariance Learning in Kernel Space NeurIPS 2021 Introspective Distillation for Robust Question Answering NeurIPS 2021 Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization NeurIPS 2021 Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI EMNLP 2021 IRM—when it works and when it doesn't: A test case of natural language inference NeurIPS 2021 Learning from others' mistakes: Avoiding dataset biases without modeling them ICLR 2021 Learning to Perturb Word Embeddings for Out-of-distribution QA ACL 2021 Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions AISTATS 2021 Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering ICCV 2021 Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset ACL 2021 Meta-Learning to Compositionally Generalize ACL 2021 Mitigation of Diachronic Bias in Fake News Detection Dataset EMNLP 2021 NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization ICCV 2021 Neural Sequence-to-grid Module for Learning Symbolic Rules AAAI 2021 On Robustness and Transferability of Convolutional Neural Networks CVPR 2021 On the Transfer of Disentangled Representations in Realistic Settings ICLR 2021 Out-of-Distribution Generalization in Kernel Regression NeurIPS 2021 Out-of-Distribution Generalization via Risk Extrapolation (REx) ICML 2021 Quantifying and Improving Transferability in Domain Generalization NeurIPS 2021 Representation Learning From Videos In-the-Wild: An Object-Centric Approach WACV 2021 Representation Learning via Invariant Causal Mechanisms ICLR 2021 Robust Question Answering Through Sub-part Alignment NAACL 2021 Robust Representation Learning via Perceptual Similarity Metrics ICML 2021