$Gradient $\ell_1$ Regularization for Quantization Robustness$

Gradient $\ell_1$ Regularization for Quantization Robustness

18 February 2020

Christos Louizos

Tijmen Blankevoort

Papers citing "Gradient $\ell_1$ Regularization for Quantization Robustness"

4 / 4 papers shown

Title
Update Compression for Deep Neural Networks on the Edge Bo Chen A. Bakhshi Gustavo E. A. P. A. Batista Brian Ng Tat-Jun Chin 26 17 0 09 Mar 2022
Adversarial Parameter Defense by Multi-Step Risk Minimization Zhiyuan Zhang Ruixuan Luo Xuancheng Ren Qi Su Liangyou Li Xu Sun AAML 25 6 0 07 Sep 2021
Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search Mingzhu Shen Feng Liang Ruihao Gong Yuhang Li Chuming Li Chen Lin F. Yu Junjie Yan Wanli Ouyang MQ 31 36 0 09 Oct 2020
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption Xu Sun Zhiyuan Zhang Xuancheng Ren Ruixuan Luo Liangyou Li 30 39 0 10 Jun 2020