| Out-of-distribution Generalization with Causal Invariant Transformations | Mar 22, 2022 | Out-of-Distribution Generalization | —Unverified | 0 |
| WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series | Mar 18, 2022 | Out-of-Distribution GeneralizationTime Series | CodeCode Available | 1 |
| Vision-Based Manipulators Need to Also See from Their Hands | Mar 15, 2022 | Out-of-Distribution Generalization | —Unverified | 0 |
| Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time | Mar 10, 2022 | Domain Generalization | CodeCode Available | 2 |
| Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization | Feb 25, 2022 | Multiple Instance LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review | Feb 24, 2022 | Out-of-Distribution Generalization | CodeCode Available | 1 |
| Out-Of-Distribution Generalization on Graphs: A Survey | Feb 16, 2022 | Out-of-Distribution GeneralizationSurvey | CodeCode Available | 1 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision | Feb 16, 2022 | Action ClassificationAction Recognition | —Unverified | 0 |
| Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization | Feb 14, 2022 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs | Feb 11, 2022 | Drug DiscoveryGraph Learning | CodeCode Available | 2 |
