| Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization | Sep 7, 2021 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization | Sep 5, 2021 | Domain GeneralizationNeural Architecture Search | CodeCode Available | 1 |
| On the Out-of-distribution Generalization of Probabilistic Image Modelling | Sep 4, 2021 | Out-of-Distribution GeneralizationOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Disentangled Generative Models for Robust Prediction of System Dynamics | Aug 26, 2021 | DisentanglementOut-of-Distribution Generalization | CodeCode Available | 1 |
| Towards robust vision by multi-task learning on monkey visual cortex | Jul 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Just Train Twice: Improving Group Robustness without Training Group Information | Jul 19, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Delving Deep into the Generalization of Vision Transformers under Distribution Shifts | Jun 14, 2021 | Out-of-Distribution GeneralizationSelf-Supervised Learning | CodeCode Available | 1 |
| Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization | Jun 11, 2021 | Out-of-Distribution Generalizationregression | CodeCode Available | 1 |
| Meta-Learning to Compositionally Generalize | Jun 8, 2021 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization | Jun 7, 2021 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
