| Memorization and Regularization in Generative Diffusion Models | Jan 27, 2025 | Memorization | CodeCode Available | 0 |
| Decoding Generalization from Memorization in Deep Neural Networks | Jan 24, 2025 | Memorization | —Unverified | 0 |
| On the Reasoning Capacity of AI Models and How to Quantify It | Jan 23, 2025 | MemorizationMMLU | —Unverified | 0 |
| RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation | Jan 23, 2025 | MemorizationRAG | —Unverified | 0 |
| Test-time regression: a unifying framework for designing sequence models with associative memory | Jan 21, 2025 | Memorizationregression | —Unverified | 0 |
| Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection | Jan 20, 2025 | MemorizationText Detection | —Unverified | 0 |
| Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space | Jan 19, 2025 | Contrastive LearningLearning with noisy labels | CodeCode Available | 0 |
| Enhancing Generalization in Chain of Thought Reasoning for Smaller Models | Jan 16, 2025 | Knowledge DistillationMemorization | —Unverified | 0 |
| CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning | Jan 13, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Modeling Neural Networks with Privacy Using Neural Stochastic Differential Equations | Jan 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
