SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 526–550 of 1088 papers

TitleStatusHype
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens—0
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models—0
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-TeachingCode0
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research—0
Memorization in deep learning: A survey—0
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
The Mosaic Memory of Large Language ModelsCode0
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension—0
Next-token prediction capacity: general upper bounds and a lower bound for transformersCode0
Asymptotic theory of in-context learning by linear attentionCode0
FINED: Feed Instance-Wise Information Need with Essential and Disentangled Parametric Knowledge from the Past—0
Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs—0
A Multi-Perspective Analysis of Memorization in Large Language Models—0
Learnable Privacy Neurons Localization in Language Models—0
Generalized Holographic Reduced Representations—0
Dynamic Loss Decay based Robust Oriented Object Detection on Remote Sensing Images with Noisy Labels—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