| Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering | Dec 24, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization | Dec 24, 2024 | Memorization | —Unverified | 0 |
| Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers | Dec 22, 2024 | MemorizationTest-time Adaptation | CodeCode Available | 1 |
| Accessing the topological properties of human brain functional sub-circuits in Echo State Networks | Dec 19, 2024 | Memorization | —Unverified | 0 |
| Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models' Character Understanding Evaluation | Dec 18, 2024 | Memorization | —Unverified | 0 |
| Knowledge Boundary of Large Language Models: A Survey | Dec 17, 2024 | MemorizationSurvey | —Unverified | 0 |
| The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification | Dec 16, 2024 | AttributeFairness | —Unverified | 0 |
| Understanding and Mitigating Memorization in Diffusion Models for Tabular Data | Dec 15, 2024 | Data AugmentationMemorization | —Unverified | 0 |
| Too Big to Fool: Resisting Deception in Language Models | Dec 13, 2024 | Memorization | —Unverified | 0 |
| The Complexity Dynamics of Grokking | Dec 13, 2024 | Generalization BoundsMemorization | CodeCode Available | 1 |
