Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Limit Label Memorization	31	3 years ago		mit	Jupyter Notebook
Improving generalization by controlling label-noise information in neural network weights.
Information Bottleneck	20	7 years ago			Jupyter Notebook
demonstration of the information bottleneck theory for deep learning
Unsupervisedattentionmechanism	19	2 years ago			Jupyter Notebook
Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".
Deep Bottleneck	17	4 years ago	11	other	Jupyter Notebook
Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"

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Improving generalization by controlling label-noise information in neural network weights.

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demonstration of the information bottleneck theory for deep learning

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Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".

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Deep Bottleneck ⭐ 17

Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"

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