| BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization | Jan 9, 2023 | Combinatorial OptimizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization | Dec 20, 2022 | DiversityDomain Generalization | —Unverified | 0 |
| Exploring Optimal Substructure for Out-of-distribution Generalization via Feature-targeted Model Pruning | Dec 19, 2022 | Out-of-Distribution Generalization | —Unverified | 0 |
| 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 |
| A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others | Dec 9, 2022 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| 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 |
