Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning

Yuxiao Wen; Arthur Jacot

2024 ICML ICML 2024

Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

❓ The Questioner

🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Vision

Authors

Yuxiao Wen, Arthur Jacot

Topics

Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Architectures > Neural Networks Computer Vision > Analysis > Scene Understanding

Keywords

parameter norm regularity down-sampling activation cbn rank convolution bottleneck

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