Spectral Norm of Convolutional Layers with Circular and Zero Paddings

31 January 2024

Papers citing "Spectral Norm of Convolutional Layers with Circular and Zero Paddings"

5 / 5 papers shown

Title
Tight and Efficient Upper Bound on Spectral Norm of Convolutional Layers Ekaterina Grishina Mikhail Gorbunov Maxim Rakhuba AAML 20 2 0 18 Sep 2024
The Hessian perspective into the Nature of Convolutional Neural Networks Sidak Pal Singh Thomas Hofmann Bernhard Schölkopf 33 10 0 16 May 2023
Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies Hannah Pinson Joeri Lenaerts V. Ginis 11 3 0 03 Mar 2023
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan J. C. V. Gemert 209 232 0 16 Mar 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 199 344 0 22 Jan 2020