| Towards Out-Of-Distribution Generalization: A Survey | Aug 31, 2021 | Out-of-Distribution GeneralizationRepresentation Learning | —Unverified | 0 |
| Disentangled Generative Models for Robust Prediction of System Dynamics | Aug 26, 2021 | DisentanglementOut-of-Distribution Generalization | CodeCode Available | 1 |
| BloomNet: A Robust Transformer based model for Bloom's Learning Outcome Classification | Aug 16, 2021 | Out-of-Distribution Generalization | —Unverified | 0 |
| Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP | Aug 5, 2021 | Document ClassificationOut-of-Distribution Generalization | —Unverified | 0 |
| Towards robust vision by multi-task learning on monkey visual cortex | Jul 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering | Jul 24, 2021 | AttributeOut-of-Distribution Generalization | CodeCode Available | 0 |
| Just Train Twice: Improving Group Robustness without Training Group Information | Jul 19, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Generalization of graph network inferences in higher-order graphical models | Jul 12, 2021 | Graph Neural NetworkOut-of-Distribution Generalization | —Unverified | 0 |
| 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 |
