SOTAVerified

Memorization

Papers

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Showing 1001–1025 of 1088 papers

TitleStatusHype
The Information Complexity of Learning Tasks, their Structure and their Distance—0
Understanding Feature Selection and Feature Memorization in Recurrent Neural Networks—0
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose EstimationCode0
Learning to Infer Program SketchesCode0
Identity Crisis: Memorization and Generalization under Extreme Overparameterization—0
Optimal Kronecker-Sum Approximation of Real Time Recurrent LearningCode0
Do We Train on Test Data? Purging CIFAR of Near-Duplicates—0
Revisiting Sample Selection Approach to Positive-Unlabeled Learning: Turning Unlabeled Data into Positive rather than Negative—0
State-Regularized Recurrent Neural Networks—0
Enhancing human learning via spaced repetition optimizationCode1
How does Disagreement Help Generalization against Label Corruption?Code0
Detecting Overfitting of Deep Generative Networks via Latent RecoveryCode0
Learning to Remember More with Less MemorizationCode1
VideoMem: Constructing, Analyzing, Predicting Short-term and Long-term Video Memorability—0
Limited Gradient Descent: Learning With Noisy Labels—0
Leveraging Random Label Memorization for Unsupervised Pre-Training—0
Auditing Data Provenance in Text-Generation ModelsCode0
Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity—0
Are You Sure YouWant To Do That? Classification with Interpretable Queries—0
Memorization in Overparameterized Autoencoders—0
Detecting Memorization in ReLU Networks—0
Wide and Deep Learning for Peer-to-Peer Lending—0
A Practical Approach to Sizing Neural Networks—0
SIGUA: Forgetting May Make Learning with Noisy Labels More RobustCode0
Pumpout: A Meta Approach for Robustly Training Deep Neural Networks 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