SOTAVerified

Memorization

Papers

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Showing 1001–1025 of 1088 papers

TitleStatusHype
Deep ReLU Networks Have Surprisingly Few Activation Patterns—0
DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of SkillsCode0
Downsampling leads to Image Memorization in Convolutional Autoencoders—0
Better Generalization with On-the-fly Dataset Denoising—0
Investigating CNNs' Learning Representation under label noise—0
Long-Term Vehicle Localization by Recursive Knowledge Distillation—0
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
How does Disagreement Help Generalization against Label Corruption?Code0
Detecting Overfitting of Deep Generative Networks via Latent RecoveryCode0
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
Memorization in Overparameterized Autoencoders—0
Are You Sure YouWant To Do That? Classification with Interpretable Queries—0
Detecting Memorization in ReLU Networks—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