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Memorization

Papers

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Showing 601–650 of 1088 papers

TitleStatusHype
The Positivity of the Neural Tangent Kernel—0
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction—0
The Separation Capacity of Random Neural Networks—0
Uncovering Memorization Effect in the Presence of Spurious Correlations—0
The Sooner The Better: Investigating Structure of Early Winning Lottery Tickets—0
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability—0
The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason—0
The Unreasonable Effectiveness of the Class-reversed Sampling in Tail Sample Memorization—0
The Vendiscope: An Algorithmic Microscope For Data Collections—0
Thinking Tokens for Language Modeling—0
Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization—0
Three Factors Influencing Minima in SGD—0
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability—0
Time-Aware Language Models as Temporal Knowledge Bases—0
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models—0
Too Big to Fool: Resisting Deception in Language Models—0
Extracting Training Data from Unconditional Diffusion Models—0
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization—0
Towards Differential Relational Privacy and its use in Question Answering—0
Towards GAN Benchmarks Which Require Generalization—0
Towards Harnessing Feature Embedding for Robust Learning with Noisy Labels—0
Towards Memorization-Free Diffusion Models—0
Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning—0
Towards the Memorization Effect of Neural Networks in Adversarial Training—0
Trade-offs in Data Memorization via Strong Data Processing Inequalities—0
Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine?—0
Training Data Extraction From Pre-trained Language Models: A Survey—0
Training Data Protection with Compositional Diffusion Models—0
Training Dynamic based data filtering may not work for NLP datasets—0
Training Dynamics of Deep Network Linear Regions—0
Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law—0
Training Large ASR Encoders with Differential Privacy—0
Training Production Language Models without Memorizing User Data—0
Training Text-to-Text Transformers with Privacy Guarantees—0
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues—0
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond—0
Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders—0
Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Frontier AI Models—0
Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning—0
Understanding Activation Patterns in Artificial Neural Networks by Exploring Stochastic Processes—0
Modeling Neural Networks with Privacy Using Neural Stochastic Differential Equations—0
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data—0
Understanding Fact Recall in Language Models: Why Two-Stage Training Encourages Memorization but Mixed Training Teaches Knowledge—0
Understanding Feature Selection and Feature Memorization in Recurrent Neural Networks—0
Understanding Generalization in Diffusion Models via Probability Flow Distance—0
Understanding Learning through the Lens of Dynamical Invariants—0
Understanding Memorization in Generative Models via Sharpness in Probability Landscapes—0
Understanding the Effect of the Long Tail on Neural Network Compression—0
Understanding the Local Geometry of Generative Model Manifolds—0
Understanding (Un)Intended Memorization in Text-to-Image Generative Models—0
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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