SOTAVerified

Memorization

Papers

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Showing 151–200 of 1088 papers

TitleStatusHype
Euler State Networks: Non-dissipative Reservoir ComputingCode1
Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy ReasoningCode1
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsCode1
Generative Modeling of Weights: Generalization or Memorization?Code1
Can Forward Gradient Match Backpropagation?Code1
Enhancing human learning via spaced repetition optimizationCode1
Erasing Undesirable Influence in Diffusion ModelsCode1
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?Code1
Towards Adversarial Evaluations for Inexact Machine UnlearningCode1
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous DatasetsCode1
Improving Generalization by Controlling Label-Noise Information in Neural Network WeightsCode1
In-context Autoencoder for Context Compression in a Large Language ModelCode1
Exploring Memorization in Adversarial TrainingCode1
Jointly Non-Sampling Learning for Knowledge Graph Enhanced RecommendationCode1
Large Language Models Are Not Strong Abstract ReasonersCode1
Large Loss Matters in Weakly Supervised Multi-Label ClassificationCode1
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language ModelsCode1
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training LayersCode1
A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption EstimationCode1
Learning to Remember More with Less MemorizationCode1
Learning with Noisy Labels Revisited: A Study Using Real-World Human AnnotationsCode1
Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy AnnotationsCode1
Eicient Non-Sampling Factorization Machines for Optimal Context-Aware RecommendationCode1
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver IdentificationCode1
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language ModelsCode1
Do We Need Zero Training Loss After Achieving Zero Training Error?Code1
Continual Memorization of Factoids in Large Language ModelsCode1
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised LearningCode1
Membership Inference Attacks and Defenses in Neural Network PruningCode1
Continual Variational Autoencoder Learning via Online Cooperative MemorizationCode1
MemLLM: Finetuning LLMs to Use An Explicit Read-Write MemoryCode1
Contrastive Learning with Boosted MemorizationCode1
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy LabelsCode1
State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesisCode1
Memorization in NLP Fine-tuning MethodsCode1
Copyright Traps for Large Language ModelsCode1
A Unified Framework for Model EditingCode1
Mitigating Unintended Memorization with LoRA in Federated Learning for LLMsCode1
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy LabelsCode1
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-LearningCode1
Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion modelsCode1
On Learning Contrastive Representations for Learning with Noisy LabelsCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZCode1
Do PLMs Know and Understand Ontological Knowledge?Code1
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
Elephants Never Forget: Testing Language Models for Memorization of Tabular DataCode1
DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion ModelsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified