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Bo Sun
Researcher at University of California, San Diego
Publications - 2
Citations - 71
Bo Sun is an academic researcher from University of California, San Diego. The author has contributed to research in topics: Artificial neural network. The author has an hindex of 2, co-authored 2 publications receiving 39 citations. Previous affiliations of Bo Sun include Peking University.
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Adversarial Defense by Stratified Convolutional Sparse Coding
TL;DR: Zhang et al. as discussed by the authors constructed a stratified low-dimensional quasi-natural image space that faithfully approximates the natural image space while also removing adversarial perturbations, and introduced a novel Sparse Transformation Layer (STL) in between the input image and the first layer of the neural network.
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Adversarial Defense by Stratified Convolutional Sparse Coding
TL;DR: This work constructs a stratified low-dimensional quasi-natural image space that faithfully approximates the natural image space while also removing adversarial perturbations and introduces a novel Sparse Transformation Layer (STL) in between the input image and the first layer of the neural network to efficiently project images into the quasi-Natural image space.