Search Results for author: Mikhail Gorbunov

Found 2 papers, 1 papers with code

Tight and Efficient Upper Bound on Spectral Norm of Convolutional Layers

1 code implementation18 Sep 2024 Ekaterina Grishina, Mikhail Gorbunov, Maxim Rakhuba

Controlling the spectral norm of the Jacobian matrix, which is related to the convolution operation, has been shown to improve generalization, training stability and robustness in CNNs.

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