| CGLearn: Consistent Gradient-Based Learning for Out-of-Distribution Generalization | Nov 9, 2024 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| SALSA: Soup-based Alignment Learning for Stronger Adaptation in RLHF | Nov 4, 2024 | Large Language ModelOut-of-Distribution Generalization | —Unverified | 0 |
| EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography | Oct 31, 2024 | BenchmarkingElectromyography (EMG) | CodeCode Available | 1 |
| Progression: an extrapolation principle for regression | Oct 30, 2024 | Additive modelsOut-of-Distribution Generalization | —Unverified | 0 |
| VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning | Oct 30, 2024 | Hierarchical Reinforcement LearningLanguage Modeling | —Unverified | 0 |
| On the Role of Depth and Looping for In-Context Learning with Task Diversity | Oct 29, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| Subgraph Aggregation for Out-of-Distribution Generalization on Graphs | Oct 29, 2024 | Molecular Property PredictionOut-of-Distribution Generalization | CodeCode Available | 0 |
| Towards Robust Out-of-Distribution Generalization: Data Augmentation and Neural Architecture Search Approaches | Oct 25, 2024 | Data AugmentationNeural Architecture Search | —Unverified | 0 |
| A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation | Oct 25, 2024 | Graph LearningOut-of-Distribution Generalization | CodeCode Available | 2 |
| LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging | Oct 22, 2024 | Out-of-Distribution Generalization | CodeCode Available | 1 |
