4 citations · 4 across the 3 of their papers we have counts for
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cs.CV2023
Coloring Deep CNN Layers with Activation Hue Loss
Louis-François Bouchard, Mohsen Ben Lazreg, Matthew Toews
This paper proposes a novel hue-like angular parameter to model the structure of deep convolutional neural network (CNN) activation space, referred to as the {\em activation hue},…
cs.CV2022
U(1) Symmetry-breaking Observed in Generic CNN Bottleneck Layers
Louis-François Bouchard, Mohsen Ben Lazreg, Matthew Toews
We report on a novel model linking deep convolutional neural networks (CNN) to biological vision and fundamental particle physics. Information propagation in a CNN is modeled via a…