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Information Plane

To obtain the Information Plane (IP) of deep neural networks, which shows the trajectories of the hidden layers during training in a 2D plane using as coordinate axes the mutual information between the input and the hidden layer, and the mutual information between the output and the hidden layer.

Papers

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Showing 26–30 of 30 papers

TitleStatusHype
The Dual Information BottleneckCode0
On the Information Bottleneck Theory of Deep LearningCode0
HRel: Filter Pruning based on High Relevance between Activation Maps and Class LabelsCode0
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic ViewCode0
On the Information Plane of AutoencodersCode0
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