SOTAVerified

Memorization

Papers

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Showing 926–950 of 1088 papers

TitleStatusHype
A Bayesian Nonparametrics View into Deep Representations—0
Modifying Memories in Transformer Models—0
Network size and size of the weights in memorization with two-layers neural networks—0
Generalization and Memorization: The Bias Potential Model—0
Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection—0
Power System Event Identification based on Deep Neural Network with Information Loading—0
Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based InitializationCode0
Toward a Generalization Metric for Deep Generative ModelsCode0
Provable Memorization via Deep Neural Networks using Sub-linear Parameters—0
Revisiting Explicit Regularization in Neural Networks for Reliable Predictive Probability—0
Training Production Language Models without Memorizing User Data—0
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models—0
Noisy Concurrent Training for Efficient Learning under Label NoiseCode0
Extreme Memorization via Scale of InitializationCode0
Salvage Reusable Samples from Noisy Data for Robust LearningCode0
Making Coherence Out of Nothing At All: Measuring the Evolution of Gradient Alignment—0
The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training—0
Bridging the Imitation Gap by Adaptive Insubordination—0
Multi-Sample Online Learning for Probabilistic Spiking Neural Networks—0
Distributed Associative Memory Network with Memory Refreshing LossCode0
Audio Tagging by Cross Filtering Noisy Labels—0
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—0
Measuring Memorization Effect in Word-Level Neural Networks Probing—0
What they do when in doubt: a study of inductive biases in seq2seq learnersCode0
What Do Neural Networks Learn When Trained With Random 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