SOTAVerified

Memorization

Papers

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Showing 701–725 of 1088 papers

TitleStatusHype
Mitigating Unintended Memorization in Language Models via Alternating Teaching—0
FreGAN: Exploiting Frequency Components for Training GANs under Limited DataCode1
An associative memory model with very high memory rate: Image storage by sequential addition learning—0
Understanding Transformer Memorization Recall Through IdiomsCode1
Synthetic Dataset Generation for Privacy-Preserving Machine Learning—0
Attention Beats Concatenation for Conditioning Neural Fields—0
Small Transformers Compute Universal Metric EmbeddingsCode0
Data Isotopes for Data Provenance in DNNs—0
On the Privacy Effect of Data Enhancement via the Lens of MemorizationCode0
Visual Localization via Few-Shot Scene Region ClassificationCode1
LiDAR-based localization using universal encoding and memory-aware regressionCode0
Continual Variational Autoencoder Learning via Online Cooperative MemorizationCode1
Towards Better Evaluation for Dynamic Link PredictionCode1
Challenging Common Assumptions about Catastrophic Forgetting—0
Generalization-Memorization MachinesCode0
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods—0
Privacy Leakage in Text Classification A Data Extraction Approach—0
Training Text-to-Text Transformers with Privacy Guarantees—0
Measuring Forgetting of Memorized Training Examples—0
Towards Harnessing Feature Embedding for Robust Learning with Noisy Labels—0
The Privacy Onion Effect: Memorization is RelativeCode0
Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender BiasCode0
Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence—0
Memorization-Dilation: Modeling Neural Collapse Under Label NoiseCode0
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsCode4
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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