| MixStyle Neural Networks for Domain Generalization and Adaptation | Jul 5, 2021 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations | Jun 29, 2021 | Out-of-Distribution GeneralizationX-ray Classification | CodeCode Available | 0 |
| Adversarial Invariant Learning | Jun 19, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 0 |
| Representation Learning for Out-of-distribution Generalization in Reinforcement Learning | Jun 13, 2021 | Out-of-Distribution Generalizationreinforcement-learning | —Unverified | 0 |
| Robust Representation Learning via Perceptual Similarity Metrics | Jun 11, 2021 | Out-of-Distribution GeneralizationRepresentation Learning | —Unverified | 0 |
| Towards a Theoretical Framework of Out-of-Distribution Generalization | Jun 8, 2021 | Domain GeneralizationModel Selection | —Unverified | 0 |
| Can Subnetwork Structure be the Key to Out-of-Distribution Generalization? | Jun 5, 2021 | Out-of-Distribution Generalization | —Unverified | 0 |
| Out-of-Distribution Generalization in Kernel Regression | Jun 4, 2021 | BIG-bench Machine LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| Paired Examples as Indirect Supervision in Latent Decision Models | Apr 5, 2021 | Out-of-Distribution GeneralizationQuestion Answering | —Unverified | 0 |
| Tasting the cake: evaluating self-supervised generalization on out-of-distribution multimodal MRI data | Mar 29, 2021 | Out-of-Distribution GeneralizationSelf-Supervised Learning | CodeCode Available | 0 |