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Memorization

Papers

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Showing 351–400 of 1088 papers

TitleStatusHype
The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray GenerationCode0
Captured by Captions: On Memorization and its Mitigation in CLIP Models—0
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations—0
Mitigating Sensitive Information Leakage in LLMs4Code through Machine Unlearning—0
A Lightweight Method to Disrupt Memorized Sequences in LLM—0
Taking a Big Step: Large Learning Rates in Denoising Score Matching Prevent Memorization—0
An Analysis for Reasoning Bias of Language Models with Small Initialization—0
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues—0
Integrating LMM Planners and 3D Skill Policies for Generalizable Manipulation—0
Compositional Generalization Requires More Than Disentangled Representations—0
FUNU: Boosting Machine Unlearning Efficiency by Filtering Unnecessary Unlearning—0
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction—0
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training—0
Memorization and Regularization in Generative Diffusion ModelsCode0
Decoding Generalization from Memorization in Deep Neural Networks—0
On the Reasoning Capacity of AI Models and How to Quantify It—0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
Test-time regression: a unifying framework for designing sequence models with associative memory—0
Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection—0
Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation SpaceCode0
Enhancing Generalization in Chain of Thought Reasoning for Smaller Models—0
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental LearningCode0
Modeling Neural Networks with Privacy Using Neural Stochastic Differential Equations—0
Analyzing Memorization in Large Language Models through the Lens of Model AttributionCode0
ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of EventsCode0
Representation in large language models—0
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning—0
Uncovering Memorization Effect in the Presence of Spurious Correlations—0
Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models—0
Attributing Culture-Conditioned Generations to Pretraining CorporaCode0
The Impact of Input Order Bias on Large Language Models for Software Fault Localization—0
Elucidating Flow Matching ODE Dynamics with Respect to Data Geometries—0
Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—0
Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models' Character Understanding Evaluation—0
Knowledge Boundary of Large Language Models: A Survey—0
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification—0
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data—0
Too Big to Fool: Resisting Deception in Language Models—0
When Can Memorization Improve Fairness?—0
Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning—0
MemHunter: Automated and Verifiable Memorization Detection at Dataset-scale in LLMs—0
Robust Noisy Correspondence Learning via Self-Drop and Dual-Weight—0
Exploring Memorization and Copyright Violation in Frontier LLMs: A Study of the New York Times v. OpenAI 2023 Lawsuit—0
DeMem: Privacy-Enhanced Robust Adversarial Learning via De-MemorizationCode0
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts—0
Sometimes I am a Tree: Data Drives Unstable Hierarchical GeneralizationCode0
Understanding Memorization in Generative Models via Sharpness in Probability Landscapes—0
Improved Localized Machine Unlearning Through the Lens of Memorization—0
Detecting Memorization in Large Language 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