SOTAVerified

Memorization

Papers

Showing 241250 of 1088 papers

TitleStatusHype
Exploring Local Memorization in Diffusion Models via Bright Ending Attention0
Investigating Memorization in Video Diffusion Models0
Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion ModelsCode0
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsCode1
Historical Test-time Prompt Tuning for Vision Foundation Models0
Measuring memorization through probabilistic discoverable extraction0
Mixture of Parrots: Experts improve memorization more than reasoning0
Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting0
Scalability of memorization-based machine unlearningCode1
A Simple Model of Inference Scaling Laws0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified