SOTAVerified

Memorization

Papers

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Showing 776–800 of 1088 papers

TitleStatusHype
Mitigating Unintended Memorization in Language Models via Alternating Teaching—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
An associative memory model with very high memory rate: Image storage by sequential addition learning—0
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
LiDAR-based localization using universal encoding and memory-aware regressionCode0
Challenging Common Assumptions about Catastrophic Forgetting—0
Generalization-Memorization MachinesCode0
Training Text-to-Text Transformers with Privacy Guarantees—0
Privacy Leakage in Text Classification A Data Extraction Approach—0
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods—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
Learning to generate imaginary tasks for improving generalization in meta-learning—0
Privacy Leakage in Text Classification: A Data Extraction Approach—0
MSR: Making Self-supervised learning Robust to Aggressive Augmentations—0
White-box Membership Attack Against Machine Learning Based Retinopathy Classification—0
Context-based Virtual Adversarial Training for Text Classification 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