| PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations | May 30, 2024 | Memorization | CodeCode Available | 1 |
| MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection | May 29, 2024 | Image GenerationMedical Image Generation | CodeCode Available | 0 |
| LLMs and Memorization: On Quality and Specificity of Copyright Compliance | May 28, 2024 | HallucinationMemorization | CodeCode Available | 0 |
| How Do the Architecture and Optimizer Affect Representation Learning? On the Training Dynamics of Representations in Deep Neural Networks | May 27, 2024 | MemorizationRepresentation Learning | —Unverified | 0 |
| Large Scale Knowledge Washing | May 26, 2024 | DecoderMemorization | CodeCode Available | 1 |
| When does compositional structure yield compositional generalization? A kernel theory | May 26, 2024 | MemorizationRepresentation Learning | CodeCode Available | 0 |
| Unsupervised Meta-Learning via In-Context Learning | May 25, 2024 | In-Context LearningMemorization | —Unverified | 0 |
| The Mosaic Memory of Large Language Models | May 24, 2024 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension | May 23, 2024 | Memorization | —Unverified | 0 |
| Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy | May 23, 2024 | Data AugmentationImage Generation | CodeCode Available | 1 |
