| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| Do We Need Zero Training Loss After Achieving Zero Training Error? | Feb 20, 2020 | Memorization | CodeCode Available | 1 |
| Continual Memorization of Factoids in Large Language Models | Nov 11, 2024 | Memorization | CodeCode Available | 1 |
| Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning | Apr 26, 2023 | MemorizationSelf-Supervised Learning | CodeCode Available | 1 |
| Membership Inference Attacks and Defenses in Neural Network Pruning | Feb 7, 2022 | Inference AttackMembership Inference Attack | CodeCode Available | 1 |
| Continual Variational Autoencoder Learning via Online Cooperative Memorization | Jul 20, 2022 | Continual LearningDiversity | CodeCode Available | 1 |
| MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory | Apr 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Contrastive Learning with Boosted Memorization | May 25, 2022 | Contrastive LearningMemorization | CodeCode Available | 1 |
| Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels | Mar 25, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 |
| Memorization in NLP Fine-tuning Methods | May 25, 2022 | Memorization | CodeCode Available | 1 |
| Copyright Traps for Large Language Models | Feb 14, 2024 | Memorization | CodeCode Available | 1 |
| A Unified Framework for Model Editing | Mar 21, 2024 | Memorizationmodel | CodeCode Available | 1 |
| Mitigating Unintended Memorization with LoRA in Federated Learning for LLMs | Feb 7, 2025 | Federated LearningMedical Question Answering | CodeCode Available | 1 |
| Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels | Apr 18, 2018 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
| Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning | Sep 8, 2021 | MemorizationMeta-Learning | CodeCode Available | 1 |
| Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models | Jun 5, 2023 | Brain Tumor SegmentationEthics | CodeCode Available | 1 |
| On Learning Contrastive Representations for Learning with Noisy Labels | Mar 3, 2022 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning | Oct 19, 2023 | DiversityMemorization | CodeCode Available | 1 |
| AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ | Sep 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Do PLMs Know and Understand Ontological Knowledge? | Sep 12, 2023 | Logical ReasoningMemorization | CodeCode Available | 1 |
| Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models | Nov 10, 2023 | GSM8KMemorization | CodeCode Available | 1 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 |
| Elephants Never Forget: Testing Language Models for Memorization of Tabular Data | Mar 11, 2024 | Language ModellingMemorization | CodeCode Available | 1 |
| DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models | Jul 6, 2023 | Memorization | CodeCode Available | 1 |
