SOTAVerified

Memorization

Papers

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Showing 591–600 of 1088 papers

TitleStatusHype
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