SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 1088 papers

TitleStatusHype
Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language ModelsCode0
Data Unlearning in Diffusion ModelsCode1
SolidMark: Evaluating Image Memorization in Generative ModelsCode0
Asynchronous Personalized Federated Learning through Global Memorization—0
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal—0
On the Interpolation Effect of Score Smoothing—0
On the Dichotomy Between Privacy and Traceability in _p Stochastic Convex Optimization—0
RELICT: A Replica Detection Framework for Medical Image GenerationCode0
Reasoning with Latent Thoughts: On the Power of Looped Transformers—0
IGDA: Interactive Graph Discovery through Large Language Model Agents—0
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs—0
Interrogating LLM design under a fair learning doctrine—0
CopyJudge: Automated Copyright Infringement Identification and Mitigation in Text-to-Image Diffusion Models—0
Generative AI Training and Copyright Law—0
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model TrainingCode0
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models—0
LIFT: Improving Long Context Understanding of Large Language Models through Long Input Fine-Tuning—0
Quantifying Memorization and Retriever Performance in Retrieval-Augmented Vision-Language Models—0
Pruning as a Defense: Reducing Memorization in Large Language Models—0
R.R.: Unveiling LLM Training Privacy through Recollection and RankingCode0
None of the Others: a General Technique to Distinguish Reasoning from Memorization in Multiple-Choice LLM Evaluation Benchmarks—0
Rethinking Benign Overfitting in Two-Layer Neural Networks—0
Continual Learning Should Move Beyond Incremental Classification—0
Logarithmic Width Suffices for Robust Memorization—0
Retrieval-augmented Encoders for Extreme Multi-label Text Classification—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