| Learning to Generate Novel Scene Compositions from Single Images and Videos | May 12, 2021 | DiversityMemorization | CodeCode Available | 1 |
| Exploring Memorization in Adversarial Training | Jun 3, 2021 | Memorization | CodeCode Available | 1 |
| Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors | Apr 14, 2020 | 3D ReconstructionDecoder | CodeCode Available | 1 |
| Towards Adversarial Evaluations for Inexact Machine Unlearning | Jan 17, 2022 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations | Oct 22, 2021 | BenchmarkingLearning with noisy labels | CodeCode Available | 1 |
| Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification | Jan 1, 2022 | MemorizationPerson Re-Identification | CodeCode Available | 1 |
| Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation | Jul 10, 2023 | Memorization | CodeCode Available | 1 |
| Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering | Dec 24, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 |
| Beyond Memorization: The Challenge of Random Memory Access in Language Models | Mar 12, 2024 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 |
| Beyond Memorization: Violating Privacy Via Inference with Large Language Models | Oct 11, 2023 | MemorizationText Anonymization | CodeCode Available | 1 |
| Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models | Jun 27, 2024 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| Elephants Never Forget: Testing Language Models for Memorization of Tabular Data | Mar 11, 2024 | Language ModellingMemorization | CodeCode Available | 1 |
| An Empirical Study of Memorization in NLP | Mar 23, 2022 | Memorization | CodeCode Available | 1 |
| Early-Learning Regularization Prevents Memorization of Noisy Labels | Jun 30, 2020 | General ClassificationImage Classification | CodeCode Available | 1 |
| Membership Inference Attacks and Defenses in Neural Network Pruning | Feb 7, 2022 | Inference AttackMembership Inference Attack | CodeCode Available | 1 |
| MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory | Apr 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation | Aug 16, 2023 | MemorizationRetrieval | 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 |
| Memorization in NLP Fine-tuning Methods | May 25, 2022 | Memorization | CodeCode Available | 1 |
| MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts | Sep 18, 2024 | Memorization | CodeCode Available | 1 |
| Mitigating Memorization In Language Models | Oct 3, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Enhancing human learning via spaced repetition optimization | Jan 22, 2019 | MemorizationPoint Processes | CodeCode Available | 1 |
| Bot or Human? Detecting ChatGPT Imposters with A Single Question | May 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Execution-Based Evaluation for Open-Domain Code Generation | Dec 20, 2022 | Code GenerationMemorization | CodeCode Available | 1 |
| Multi-Objective Interpolation Training for Robustness to Label Noise | Dec 8, 2020 | Contrastive LearningImage Classification | CodeCode Available | 1 |
| Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models | Jun 4, 2024 | Memorization | CodeCode Available | 1 |
| Do We Need Zero Training Loss After Achieving Zero Training Error? | Feb 20, 2020 | Memorization | CodeCode Available | 1 |
| Do Language Models Plagiarize? | Mar 15, 2022 | Language ModellingMemorization | CodeCode Available | 1 |
| Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning | Sep 8, 2021 | MemorizationMeta-Learning | CodeCode Available | 1 |
| DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Can Forward Gradient Match Backpropagation? | Jun 12, 2023 | Memorization | CodeCode Available | 1 |
| Mitigating Memorization of Noisy Labels via Regularization between Representations | Oct 18, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models | Oct 31, 2023 | MemorizationModel Editing | CodeCode Available | 1 |
| Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution | Jun 3, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models | Dec 20, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation | Jun 26, 2023 | Memorization | CodeCode Available | 1 |
| Can Language Models Follow Multiple Turns of Entangled Instructions? | Mar 17, 2025 | Instruction FollowingMemorization | CodeCode Available | 1 |
| Can LLM Graph Reasoning Generalize beyond Pattern Memorization? | Jun 23, 2024 | Memorization | CodeCode Available | 1 |
| Can Neural Network Memorization Be Localized? | Jul 18, 2023 | Memorization | CodeCode Available | 1 |
| Capabilities of GPT-4 on Medical Challenge Problems | Mar 20, 2023 | counterfactualMemorization | 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 |
| Are Large Pre-Trained Language Models Leaking Your Personal Information? | May 25, 2022 | Language ModellingMemorization | CodeCode Available | 1 |
| DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions | Jun 19, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 |
| Eicient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation | May 19, 2020 | MemorizationRecommendation Systems | CodeCode Available | 1 |
| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? | Aug 20, 2024 | Code GenerationMemorization | CodeCode Available | 1 |
| Erasing Undesirable Influence in Diffusion Models | Jan 11, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| Euler State Networks: Non-dissipative Reservoir Computing | Mar 17, 2022 | MemorizationTime Series | CodeCode Available | 1 |
| Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models | Nov 10, 2023 | GSM8KMemorization | CodeCode Available | 1 |
