| Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations | Jun 9, 2025 | Data AugmentationDomain Generalization | —Unverified | 0 |
| MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs | Jun 9, 2025 | HallucinationModel Editing | —Unverified | 0 |
| Positional Encoding meets Persistent Homology on Graphs | Jun 6, 2025 | Graph ClassificationGraph Representation Learning | CodeCode Available | 0 |
| Pruning Spurious Subgraphs for Graph Out-of-Distribtuion Generalization | Jun 6, 2025 | Out-of-Distribution Generalization | CodeCode Available | 0 |
| Principled Out-of-Distribution Generalization via Simplicity | May 28, 2025 | Image GenerationOut-of-Distribution Generalization | —Unverified | 0 |
| STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization | May 26, 2025 | Out-of-Distribution GeneralizationRetrieval | —Unverified | 0 |
| Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning | May 25, 2025 | Out-of-Distribution Generalizationreinforcement-learning | —Unverified | 0 |
| Generative RLHF-V: Learning Principles from Multi-modal Human Preference | May 24, 2025 | BlockingOut-of-Distribution Generalization | —Unverified | 0 |
| On the Out-of-Distribution Generalization of Self-Supervised Learning | May 22, 2025 | Causal InferenceOut-of-Distribution Generalization | CodeCode Available | 0 |
| Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms | May 22, 2025 | Adversarial AttackBenchmarking | —Unverified | 0 |