L1-Norm Batch Normalization for Efficient Training of Deep Neural
Networks

L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks

27 February 2018

Lei Deng

Papers citing "L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks"

18 / 18 papers shown

Title
GAN-based Algorithm for Efficient Image Inpainting Zheng Han Zehao Jiang Yuan Ju CVBM 16 2 0 13 Sep 2023
Multi-Metric AutoRec for High Dimensional and Sparse User Behavior Data Prediction Cheng Liang Teng Huang Yi He Song Deng Di Wu Xin Luo 27 0 0 20 Dec 2022
Effect of Batch Normalization on Noise Resistant Property of Deep Learning Models Omobayode Fagbohungbe Lijun Qian 24 10 0 15 May 2022
Impact of L1 Batch Normalization on Analog Noise Resistant Property of Deep Learning Models Omobayode Fagbohungbe Lijun Qian 35 0 0 07 May 2022
ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks Yihan Lin Wei Ding Shaohua Qiang Lei Deng Guoqi Li AI4TS 25 31 0 23 Oct 2021
Activated Gradients for Deep Neural Networks Mei Liu Liangming Chen Xiaohao Du Long Jin Mingsheng Shang ODL AI4CE 35 135 0 09 Jul 2021
"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization Tianlong Chen Zhenyu (Allen) Zhang Xu Ouyang Zechun Liu Zhiqiang Shen Zhangyang Wang MQ 43 36 0 16 Apr 2021
Enabling Binary Neural Network Training on the Edge Erwei Wang James J. Davis Daniele Moro Piotr Zielinski Jia Jie Lim C. Coelho S. Chatterjee P. Cheung George A. Constantinides MQ 20 24 0 08 Feb 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 150 675 0 24 Jan 2021
Investigating the Vision Transformer Model for Image Retrieval Tasks S. Gkelios Y. Boutalis S. Chatzichristofis VLM ViT 26 30 0 11 Jan 2021
Dissipative Deep Neural Dynamical Systems Ján Drgoňa Soumya Vasisht Aaron Tuor D. Vrabie 21 7 0 26 Nov 2020
Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks Soham De Samuel L. Smith ODL 25 20 0 24 Feb 2020
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks Zhaodong Chen Lei Deng Bangyan Wang Guoqi Li Yuan Xie 35 28 0 01 Jan 2020
Root Mean Square Layer Normalization Biao Zhang Rico Sennrich 11 659 0 16 Oct 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 32 639 0 16 Sep 2018
Understanding Batch Normalization Johan Bjorck Carla P. Gomes B. Selman Kilian Q. Weinberger 21 593 0 01 Jun 2018
Scalable Methods for 8-bit Training of Neural Networks Ron Banner Itay Hubara Elad Hoffer Daniel Soudry MQ 42 331 0 25 May 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016