| 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 |
| 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 |
| Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference | Jul 1, 2020 | DiagnosticNatural Language Inference | —Unverified | 0 |
| 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 |
| Unshuffling Data for Improved Generalization | Feb 27, 2020 | ClusteringData Augmentation | —Unverified | 0 |
| Curriculum in Gradient-Based Meta-Reinforcement Learning | Feb 19, 2020 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation | Nov 26, 2019 | Activity RecognitionAttribute | CodeCode Available | 0 |
| Increasing Robustness to Spurious Correlations using Forgettable Examples | Nov 10, 2019 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 |
| Negative Sampling in Variational Autoencoders | Oct 7, 2019 | Density EstimationOut-of-Distribution Generalization | —Unverified | 0 |
| Test-Time Training for Out-of-Distribution Generalization | Sep 25, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Towards Task and Architecture-Independent Generalization Gap Predictors | Jun 4, 2019 | Deep LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| Assessing Generalization in Deep Reinforcement Learning | Oct 29, 2018 | Deep Reinforcement LearningOut-of-Distribution Generalization | CodeCode Available | 0 |