| Modular Action Concept Grounding in Semantic Video Prediction | Nov 23, 2020 | Action RecognitionMixture-of-Experts | —Unverified | 0 |
| An Effective Anti-Aliasing Approach for Residual Networks | Nov 20, 2020 | Few-Shot Learningimage-classification | —Unverified | 0 |
| Gradient Starvation: A Learning Proclivity in Neural Networks | Nov 18, 2020 | Out-of-Distribution Generalization | CodeCode Available | 1 |
| Probing Predictions on OOD Images via Nearest Categories | Nov 17, 2020 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 |
| Increasing Robustness to Spurious Correlations using Forgettable Examples | Nov 16, 2020 | Out-of-Distribution GeneralizationQQP | —Unverified | 0 |
| Understanding the Failure Modes of Out-of-Distribution Generalization | Oct 29, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model | Oct 25, 2020 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Representation Learning via Invariant Causal Mechanisms | Oct 15, 2020 | Contrastive LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Environment Inference for Invariant Learning | Oct 14, 2020 | Domain GeneralizationFairness | CodeCode Available | 1 |
| The Risks of Invariant Risk Minimization | Oct 12, 2020 | Out-of-Distribution Generalization | —Unverified | 0 |
