SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 476–500 of 1088 papers

TitleStatusHype
Detecting Memorization in ReLU Networks—0
Learnable Privacy Neurons Localization in Language Models—0
Learned Random Label Predictions as a Neural Network Complexity Metric—0
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning—0
Learning Associative Memories with Gradient Descent—0
Knowledge Mechanisms in Large Language Models: A Survey and Perspective—0
Learning Deep Neural Network Policies with Continuous Memory States—0
Detecting Memorization in Large Language Models—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
Learning From Noisy Correspondence With Tri-Partition for Cross-Modal Matching—0
Learning, Generalization, and Functional Entropy in Random Automata Networks—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
Knowledge Boundary of Large Language Models: A Survey—0
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models—0
Learning sparsity in reservoir computing through a novel bio-inspired algorithm—0
Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level—0
Learning to Combat Noisy Labels via Classification Margins—0
Kernel-Smoothed Scores for Denoising Diffusion: A Bias-Variance Study—0
Jo-SRC: A Contrastive Approach for Combating Noisy Labels—0
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization—0
Detecting Learning vs Memorization in Deep Neural Networks using Shared Structure Validation Sets—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
Learning to Rehearse in Long Sequence Memorization—0
Investigating Memorization in Video Diffusion Models—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—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