Search Results for author: Haodi Liu

Found 2 papers, 1 papers with code

A Theoretical View of Linear Backpropagation and Its Convergence

1 code implementation21 Dec 2021 Ziang Li, Yiwen Guo, Haodi Liu, ChangShui Zhang

This paper serves as a complement and somewhat an extension to Guo et al.'s paper, by providing theoretical analyses on LinBP in neural-network-involved learning tasks, including adversarial attack and model training.

Adversarial Attack

Linear Backpropagation Leads to Faster Convergence

no code implementations29 Sep 2021 Li Ziang, Yiwen Guo, Haodi Liu, ChangShui Zhang

In this paper, we study the very recent method called ``linear backpropagation'' (LinBP), which modifies the standard backpropagation and can improve the transferability in black-box adversarial attack.

Adversarial Attack

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