| Representation learning from videos in-the-wild: An object-centric approach | Oct 6, 2020 | Few-Shot LearningObject | —Unverified | 0 |
| Exchanging Lessons Between Algorithmic Fairness and Domain Generalization | Sep 28, 2020 | Domain GeneralizationFairness | —Unverified | 0 |
| Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics | Sep 22, 2020 | Model OptimizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering | Sep 18, 2020 | Out-of-Distribution GeneralizationQuestion Answering | CodeCode Available | 1 |
| Synbols: Probing Learning Algorithms with Synthetic Datasets | Sep 14, 2020 | Active LearningFew-Shot Learning | CodeCode Available | 1 |
| Robust Reinforcement Learning using Adversarial Populations | Aug 4, 2020 | Out-of-Distribution Generalizationreinforcement-learning | CodeCode Available | 1 |
| When is invariance useful in an Out-of-Distribution Generalization problem ? | Aug 4, 2020 | Out-of-Distribution Generalization | —Unverified | 0 |
| Targeted Data-driven Regularization for Out-of-Distribution Generalization | Aug 1, 2020 | Bilevel OptimizationMeta-Learning | CodeCode Available | 0 |
| Out-of-distribution Generalization via Partial Feature Decorrelation | Jul 30, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning from Failure: Training Debiased Classifier from Biased Classifier | Jul 6, 2020 | Action RecognitionFacial Attribute Classification | CodeCode Available | 1 |
