SOTAVerified

Memorization

Papers

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Showing 651–700 of 1088 papers

TitleStatusHype
How Much Training Data is Memorized in Overparameterized Autoencoders? An Inverse Problem Perspective on Memorization Evaluation—0
Memorization With Neural Nets: Going Beyond the Worst CaseCode0
On Memorization and Privacy Risks of Sharpness Aware Minimization—0
Leave-one-out Distinguishability in Machine LearningCode0
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey—0
Learning From Noisy Correspondence With Tri-Partition for Cross-Modal Matching—0
Extreme Image Transformations Facilitate Robust Latent Object Representations—0
Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?—0
Collectionless Artificial Intelligence—0
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity—0
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis—0
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale—0
FLM-101B: An Open LLM and How to Train It with $100K Budget—0
On the Planning, Search, and Memorization Capabilities of Large Language Models—0
Least Squares Maximum and Weighted Generalization-Memorization Machines—0
Quantifying and Analyzing Entity-level Memorization in Large Language Models—0
Response: Emergent analogical reasoning in large language modelsCode0
Large language models converge toward human-like concept organization—0
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryCode0
Continuous Reinforcement Learning-based Dynamic Difficulty Adjustment in a Visual Working Memory Game—0
A Probabilistic Fluctuation based Membership Inference Attack for Diffusion ModelsCode0
Smoothness Similarity Regularization for Few-Shot GAN Adaptation—0
U-Turn Diffusion—0
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following—0
3D-EX : A Unified Dataset of Definitions and Dictionary ExamplesCode0
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics—0
Arithmetic with Language Models: from Memorization to Computation—0
Training Data Protection with Compositional Diffusion Models—0
Understanding Activation Patterns in Artificial Neural Networks by Exploring Stochastic Processes—0
Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information?Code0
Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images—0
Long-Tail Theory under Gaussian MixturesCode0
What can we learn from Data Leakage and Unlearning for Law?—0
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and CalibrationCode0
Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning—0
Memorization Through the Lens of Curvature of Loss Function Around Samples—0
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis—0
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification—0
Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective—0
Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok—0
Why are state-space models more expressive than n-gram models?—0
MILD: Modeling the Instance Learning Dynamics for Learning with Noisy LabelsCode0
Unsupervised Text Embedding Space Generation Using Generative Adversarial Networks for Text SynthesisCode0
Improving Generalization in Meta-Learning via Meta-Gradient AugmentationCode0
Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations—0
Understanding the Effect of the Long Tail on Neural Network Compression—0
Computation with Sequences in a Model of the Brain—0
Exploring Model Dynamics for Accumulative Poisoning DiscoveryCode0
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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