SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 1088 papers

TitleStatusHype
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
The Pitfalls of Memorization: When Memorization Hurts GeneralizationCode1
Exploring Memorization and Copyright Violation in Frontier LLMs: A Study of the New York Times v. OpenAI 2023 Lawsuit—0
Robust Noisy Correspondence Learning via Self-Drop and Dual-Weight—0
DeMem: Privacy-Enhanced Robust Adversarial Learning via De-MemorizationCode0
Sometimes I am a Tree: Data Drives Unstable Hierarchical GeneralizationCode0
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts—0
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
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models—0
LoyalDiffusion: A Diffusion Model Guarding Against Data Replication—0
Learned Random Label Predictions as a Neural Network Complexity Metric—0
Integrating Functionalities To A System Via Autoencoder Hippocampus Network—0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
A solvable generative model with a linear, one-step denoiser—0
Parameter Efficient Instruction Tuning: An Empirical StudyCode4
Classifier-Free Guidance inside the Attraction Basin May Cause MemorizationCode0
Data Watermarking for Sequential Recommender SystemsCode0
Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions—0
Are Large Language Models Memorizing Bug Benchmarks?—0
Branches, Assemble! Multi-Branch Cooperation Network for Large-Scale Click-Through Rate Prediction at Taobao—0
Education in the Era of Neurosymbolic AI—0
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models—0
Memorization in Attention-only TransformersCode0
What Do Learning Dynamics Reveal About Generalization in LLM Reasoning?Code1
Model Editing for LLMs4Code: How Far are We?Code0
Continual Memorization of Factoids in Large Language ModelsCode1
Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method—0
LSHBloom: Memory-efficient, Extreme-scale Document Deduplication—0
Extracting Unlearned Information from LLMs with Activation Steering—0
Generalizability of Memorization Neural Networks—0
A Geometric Framework for Understanding Memorization in Generative Models—0
Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs—0
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian StructureCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes—0
On Memorization of Large Language Models in Logical Reasoning—0
Exploring Local Memorization in Diffusion Models via Bright Ending Attention—0
Investigating Memorization in Video Diffusion Models—0
Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion ModelsCode0
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsCode1
Historical Test-time Prompt Tuning for Vision Foundation Models—0
Measuring memorization through probabilistic discoverable extraction—0
Mixture of Parrots: Experts improve memorization more than reasoning—0
Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting—0
Scalability of memorization-based machine unlearningCode1
A Simple Model of Inference Scaling Laws—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