CNN LEGO: Disassembling and Assembling Convolutional Neural Network. (arXiv:2203.13453v1 [cs.CV])

Convolutional Neural Network (CNN), which mimics human visual perception
mechanism, has been successfully used in many computer vision areas. Some
psychophysical studies show that the visual perception mechanism synchronously
processes the form, color, movement, depth, etc., in the initial stage [7,20]
and then integrates all information for final recognition [38]. What's more,
the human visual system [20] contains different subdivisions or different
tasks. Inspired by the above visual perception mechanism, we investigate a new
task, termed as Model Disassembling and …

arxiv cnn convolutional neural network cv lego network neural network