SOTAVerified

Memorization

Papers

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Showing 531–540 of 1088 papers

TitleStatusHype
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions—0
Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping—0
Differentially Private Fine-Tuning of Diffusion Models—0
Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted—0
A Machine Learning-Based Framework for Assessing Cryptographic Indistinguishability of Lightweight Block Ciphers—0
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter SelectionCode0
LLMs and Memorization: On Quality and Specificity of Copyright ComplianceCode0
How Do the Architecture and Optimizer Affect Representation Learning? On the Training Dynamics of Representations in Deep Neural Networks—0
When does compositional structure yield compositional generalization? A kernel theoryCode0
Unsupervised Meta-Learning via In-Context Learning—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