| Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning | Oct 19, 2023 | DiversityMemorization | CodeCode Available | 1 | 5 |
| Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models | Feb 24, 2024 | HumanEvalMemorization | CodeCode Available | 1 | 5 |
| Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models | Oct 7, 2024 | Memorization | CodeCode Available | 1 | 5 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 | 5 |
| Generalization in diffusion models arises from geometry-adaptive harmonic representations | Oct 4, 2023 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| An Empirical Study of Memorization in NLP | Mar 23, 2022 | Memorization | CodeCode Available | 1 | 5 |
| DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity | Oct 30, 2024 | Memorization | CodeCode Available | 1 | 5 |
| GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning | Apr 2, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models | Jul 6, 2023 | Memorization | CodeCode Available | 1 | 5 |
| FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models | Jun 23, 2024 | MemorizationReading Comprehension | CodeCode Available | 1 | 5 |
| Exploring Memorization in Adversarial Training | Jun 3, 2021 | Memorization | CodeCode Available | 1 | 5 |
| Antipodes of Label Differential Privacy: PATE and ALIBI | Jun 7, 2021 | Bayesian InferenceMemorization | CodeCode Available | 1 | 5 |
| Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method | Sep 29, 2024 | Federated LearningLearning Theory | CodeCode Available | 1 | 5 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 | 5 |
| Euler State Networks: Non-dissipative Reservoir Computing | Mar 17, 2022 | MemorizationTime Series | CodeCode Available | 1 | 5 |
| Execution-Based Evaluation for Open-Domain Code Generation | Dec 20, 2022 | Code GenerationMemorization | CodeCode Available | 1 | 5 |
| Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors | Apr 14, 2020 | 3D ReconstructionDecoder | CodeCode Available | 1 | 5 |
| Enhancing human learning via spaced repetition optimization | Jan 22, 2019 | MemorizationPoint Processes | CodeCode Available | 1 | 5 |
| Eicient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation | May 19, 2020 | MemorizationRecommendation Systems | CodeCode Available | 1 | 5 |
| Erasing Undesirable Influence in Diffusion Models | Jan 11, 2024 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification | Feb 11, 2021 | Autonomous VehiclesDriver Identification | CodeCode Available | 1 | 5 |
| Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning | Sep 8, 2021 | MemorizationMeta-Learning | CodeCode Available | 1 | 5 |
| Can Neural Network Memorization Be Localized? | Jul 18, 2023 | Memorization | CodeCode Available | 1 | 5 |
| Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation | Jul 10, 2023 | Memorization | CodeCode Available | 1 | 5 |
| Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models | Jun 4, 2024 | Memorization | CodeCode Available | 1 | 5 |
| Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting | Nov 12, 2020 | Memorization | CodeCode Available | 1 | 5 |
| ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models | Dec 20, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution | Jun 3, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics | Oct 28, 2024 | Arithmetic ReasoningMath | CodeCode Available | 1 | 5 |
| Can Forward Gradient Match Backpropagation? | Jun 12, 2023 | Memorization | CodeCode Available | 1 | 5 |
| AlleNoise: large-scale text classification benchmark dataset with real-world label noise | Jun 24, 2024 | ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| Capabilities of GPT-4 on Medical Challenge Problems | Mar 20, 2023 | counterfactualMemorization | CodeCode Available | 1 | 5 |
| DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Early-Learning Regularization Prevents Memorization of Noisy Labels | Jun 30, 2020 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models | Apr 9, 2024 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| Elephants Never Forget: Testing Language Models for Memorization of Tabular Data | Mar 11, 2024 | Language ModellingMemorization | CodeCode Available | 1 | 5 |
| A comparison of LSTM and GRU networks for learning symbolic sequences | Jul 5, 2021 | Memorization | CodeCode Available | 1 | 5 |
| Do Language Models Plagiarize? | Mar 15, 2022 | Language ModellingMemorization | CodeCode Available | 1 | 5 |
| CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? | Aug 20, 2024 | Code GenerationMemorization | CodeCode Available | 1 | 5 |
| Towards Adversarial Evaluations for Inexact Machine Unlearning | Jan 17, 2022 | Machine UnlearningMemorization | CodeCode Available | 1 | 5 |
| Mitigating Memorization of Noisy Labels via Regularization between Representations | Oct 18, 2021 | Learning with noisy labelsMemorization | CodeCode Available | 1 | 5 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 | 5 |
| A Unified Framework for Model Editing | Mar 21, 2024 | Memorizationmodel | CodeCode Available | 1 | 5 |
| Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations | Jul 10, 2021 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 1 | 5 |
| Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels | Mar 25, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels | Apr 18, 2018 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ | Sep 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Continual Variational Autoencoder Learning via Online Cooperative Memorization | Jul 20, 2022 | Continual LearningDiversity | CodeCode Available | 1 | 5 |
| Bot or Human? Detecting ChatGPT Imposters with A Single Question | May 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models | Oct 31, 2023 | MemorizationModel Editing | CodeCode Available | 1 | 5 |
