SOTAVerified

Memorization

Papers

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Showing 501–525 of 1088 papers

TitleStatusHype
Investigating Memorization in Video Diffusion Models—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis—0
Investigating CNNs' Learning Representation under label noise—0
Déjà Vu Memorization in Vision-Language Models—0
Learning with Structural Labels for Learning with Noisy Labels—0
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory—0
Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm—0
Learn to Forget: Machine Unlearning via Neuron Masking—0
Least Squares Maximum and Weighted Generalization-Memorization Machines—0
An Evaluation on Large Language Model Outputs: Discourse and Memorization—0
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models—0
Interrogating LLM design under a fair learning doctrine—0
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets—0
Redundancy and Concept Analysis for Code-trained Language Models—0
Integrating LMM Planners and 3D Skill Policies for Generalizable Manipulation—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Integrating Functionalities To A System Via Autoencoder Hippocampus Network—0
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks—0
Information-Theoretic Progress Measures reveal Grokking is an Emergent Phase Transition—0
Deep Learning is Provably Robust to Symmetric Label Noise—0
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization—0
In-Context Learning Strategies Emerge Rationally—0
Decoupling Gating from Linearity—0
Decoding Generalization from Memorization in Deep Neural Networks—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