SOTAVerified

Memorization

Papers

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Showing 451–475 of 1088 papers

TitleStatusHype
BloomVQA: Assessing Hierarchical Multi-modal Comprehension—0
Discovering Forbidden Topics in Language Models—0
Blink Rate Variability during resting and reading sessions—0
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models—0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
An introduction to memory competitions, records and techniques—0
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks—0
Diffusing DeBias: a Recipe for Turning a Bug into a Feature—0
Differentially Private Fine-Tuning of Diffusion Models—0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research—0
Detection and Measurement of Syntactic Templates in Generated Text—0
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—0
Large Language Models Could Be Rote Learners—0
Large language models converge toward human-like concept organization—0
Detecting Unintended Memorization in Language-Model-Fused ASR—0
Koala: An Index for Quantifying Overlaps with Pre-training Corpora—0
Detecting Memorization in ReLU Networks—0
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning—0
Knowledge Mechanisms in Large Language Models: A Survey and Perspective—0
Detecting Memorization in Large Language Models—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
Latent Geometry and Memorization in Generative Models—0
Knowledge Boundary of Large Language Models: A Survey—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