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05/17/2023
Understanding the Initial Condensation of Convolutional Neural Networks
Previous research has shown that fully-connected networks with small ini...
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05/24/2022
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width
Substantial work indicates that the dynamics of neural networks (NNs) is...
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11/01/2021
A variance principle explains why dropout finds flatter minima
Although dropout has achieved great success in deep learning, little is ...
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05/25/2021
Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training
It is important to study what implicit regularization is imposed on the ...
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07/28/2020