| On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization | Dec 18, 2022 | DiversityOut-of-Distribution Generalization | —Unverified | 0 |
| Robust Graph Representation Learning via Predictive Coding | Dec 9, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering | Nov 29, 2022 | Out-of-Distribution GeneralizationQuestion Answering | —Unverified | 0 |
| Malign Overfitting: Interpolation Can Provably Preclude Invariance | Nov 28, 2022 | FairnessOut-of-Distribution Generalization | —Unverified | 0 |
| Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning | Nov 21, 2022 | Federated LearningOut-of-Distribution Generalization | —Unverified | 0 |
| Empirical Study on Optimizer Selection for Out-of-Distribution Generalization | Nov 15, 2022 | Out-of-Distribution Generalizationtext-classification | CodeCode Available | 0 |
| On the Informativeness of Supervision Signals | Nov 2, 2022 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Learning Latent Structural Causal Models | Oct 24, 2022 | Bayesian InferenceImage Generation | —Unverified | 0 |
| Functional Indirection Neural Estimator for Better Out-of-distribution Generalization | Oct 23, 2022 | Out-of-Distribution Generalization | —Unverified | 0 |
| Causal Structural Hypothesis Testing and Data Generation Models | Oct 20, 2022 | Out-of-Distribution Generalization | CodeCode Available | 0 |
