| S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning | Mar 10, 2021 | Autonomous DrivingD4RL | —Unverified | 0 |
| Out-of-distribution generalization of internal models is correlated with reward | Mar 9, 2021 | Out-of-Distribution Generalizationreinforcement-learning | —Unverified | 0 |
| Generalizing to Unseen Domains: A Survey on Domain Generalization | Mar 2, 2021 | Domain GeneralizationOut-of-Distribution Generalization | —Unverified | 0 |
| An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization | Feb 25, 2021 | Domain GeneralizationOut-of-Distribution Generalization | —Unverified | 0 |
| Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization | Feb 13, 2021 | General ClassificationOut-of-Distribution Generalization | CodeCode Available | 0 |
| Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models | Feb 10, 2021 | Inductive BiasMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Out-of-Distribution Generalization Analysis via Influence Function | Jan 21, 2021 | Out-of-Distribution Generalization | —Unverified | 0 |
| Model Compression for Domain Adaptation through Causal Effect Estimation | Jan 18, 2021 | Domain AdaptationModel Compression | CodeCode Available | 0 |
| Supervised Transfer Learning at Scale for Medical Imaging | Jan 14, 2021 | FairnessOut-of-Distribution Generalization | —Unverified | 0 |
| Conditional Networks | Jan 1, 2021 | image-classificationImage Classification | —Unverified | 0 |