SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 1088 papers

TitleStatusHype
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
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
Memorization in Attention-only TransformersCode0
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models—0
Model Editing for LLMs4Code: How Far are We?Code0
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
Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs—0
A Geometric Framework for Understanding Memorization in Generative Models—0
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
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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