| Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference | Jul 1, 2020 | DiagnosticNatural Language Inference | —Unverified | 0 |
| Improving robustness against common corruptions by covariate shift adaptation | Jun 30, 2020 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization | Jun 29, 2020 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Neural Unsupervised Domain Adaptation in NLP---A Survey | May 31, 2020 | Domain AdaptationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Generative Data Augmentation for Commonsense Reasoning | Apr 24, 2020 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 |
| Radon cumulative distribution transform subspace modeling for image classification | Apr 7, 2020 | ClassificationComputational Efficiency | CodeCode Available | 0 |
| Improving out-of-distribution generalization via multi-task self-supervised pretraining | Mar 30, 2020 | Adversarial RobustnessDomain Generalization | —Unverified | 0 |
| Designing Network Design Spaces | Mar 30, 2020 | Image ClassificationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Out-of-Distribution Generalization via Risk Extrapolation (REx) | Mar 2, 2020 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| Unshuffling Data for Improved Generalization | Feb 27, 2020 | ClusteringData Augmentation | —Unverified | 0 |
