| Searching to Exploit Memorization Effect in Learning from Corrupted Labels | Nov 6, 2019 | AutoMLMemorization | CodeCode Available | 0 |
| Analyzing Memorization in Large Language Models through the Lens of Model Attribution | Jan 9, 2025 | Memorization | CodeCode Available | 0 |
| Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning | May 16, 2025 | In-Context LearningMemorization | CodeCode Available | 0 |
| Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information Diets | Apr 16, 2021 | Language AcquisitionMemorization | CodeCode Available | 0 |
| A Good Score Does not Lead to A Good Generative Model | Jan 10, 2024 | Density EstimationMemorization | CodeCode Available | 0 |
| Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion Models | Jul 22, 2024 | Data AugmentationMemorization | CodeCode Available | 0 |
| Diffusion models under low-noise regime | Jun 9, 2025 | DenoisingMemorization | CodeCode Available | 0 |
| Untrained neural networks can demonstrate memorization-independent abstract reasoning | Jul 25, 2024 | MemorizationVisual Reasoning | CodeCode Available | 0 |
| Learning to Infer Program Sketches | Feb 17, 2019 | MemorizationProgram Synthesis | CodeCode Available | 0 |
| ModelPred: A Framework for Predicting Trained Model from Training Data | Nov 24, 2021 | Data ValuationMemorization | CodeCode Available | 0 |
| Detecting Overfitting of Deep Generative Networks via Latent Recovery | Jan 9, 2019 | Facial InpaintingMemorization | CodeCode Available | 0 |
| Introducing Orthogonal Constraint in Structural Probes | Dec 30, 2020 | MemorizationPosition | CodeCode Available | 0 |
| Using Wavelets and Spectral Methods to Study Patterns in Image-Classification Datasets | Jun 17, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 |
| Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series | Jan 14, 2024 | ImputationMemorization | CodeCode Available | 0 |
| Planting and Mitigating Memorized Content in Predictive-Text Language Models | Dec 16, 2022 | L2 RegularizationMemorization | CodeCode Available | 0 |
| Improving the Gating Mechanism of Recurrent Neural Networks | Oct 22, 2019 | image-classificationImage Classification | CodeCode Available | 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 |
| Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory | Aug 25, 2023 | Domain Adaptationimage-classification | CodeCode Available | 0 |
| Improving Generalization in Meta-Learning via Meta-Gradient Augmentation | Jun 14, 2023 | Few-Shot LearningMemorization | CodeCode Available | 0 |
| Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization | Jul 27, 2021 | MemorizationRetrieval | CodeCode Available | 0 |
| What Do Compressed Multilingual Machine Translation Models Forget? | May 22, 2022 | Machine TranslationMemorization | CodeCode Available | 0 |
| Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models | Apr 15, 2022 | Memorization | CodeCode Available | 0 |
| Leave-one-out Distinguishability in Machine Learning | Sep 29, 2023 | Gaussian ProcessesMemorization | CodeCode Available | 0 |
| Self-generated Replay Memories for Continual Neural Machine Translation | Mar 19, 2024 | DecoderMachine Translation | CodeCode Available | 0 |
