Fault-Tolerant Deep Learning: A Hierarchical Perspective

5 April 2022

Papers citing "Fault-Tolerant Deep Learning: A Hierarchical Perspective"

7 / 7 papers shown

Title
Cross-Layer Optimization for Fault-Tolerant Deep Learning Qing Zhang Cheng Liu Bo Liu Haitong Huang Ying Wang Huawei Li Xiaowei Li 21 1 0 21 Dec 2023
Exploring Winograd Convolution for Cost-effective Neural Network Fault Tolerance Xing-xiong Xue Cheng Liu Bo Liu Haitong Huang Ying Wang Tao Luo Lei Zhang Huawei Li Xiaowei Li 24 7 0 16 Aug 2023
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing Haitong Huang Cheng Liu Bo Liu Xing-xiong Xue Huawei Li Xiaowei Li 20 1 0 20 Jun 2023
Soft Error Reliability Analysis of Vision Transformers Xing-xiong Xue Cheng Liu Ying Wang Bing Yang Tao Luo L. Zhang Huawei Li Xiaowei Li 32 14 0 21 Feb 2023
Statistical Modeling of Soft Error Influence on Neural Networks Haitong Huang Xing-xiong Xue Cheng Liu Ying Wang Tao Luo Long Cheng Huawei Li Xiaowei Li 22 7 0 12 Oct 2022
Winograd Convolution: A Perspective from Fault Tolerance Xing-xiong Xue Haitong Huang Cheng Liu Ying Wang Tao Luo L. Zhang 33 13 0 17 Feb 2022
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Muhammad Shafique Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 66 100 0 04 Jan 2021