An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures

Thibaut Boissin; Franck Mamalet; Thomas FEL; Agustin Martin Picard; Thomas Massena; Mathieu Serrurier

2025 ICML ICML 2025

An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures

Abstract

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Authors

Thibaut Boissin, Franck Mamalet, Thomas FEL, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier

Topics

Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Neural Networks Deep Learning > Techniques > Model Architecture

Keywords

gradient propagation computational overhead orthogonal convolution norm preservation aoc bcop

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