A Validation Approach for the Lipschitz Constant for Neural Networks-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A Validation Approach for the Lipschitz Constant for Neural Networks

Published:2022-12 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys)
language:
Short-container-title:

Author:

Zuo Zhiwei¹,Cai Qianqian¹,Ji Jungang²,Tang Zhongan³

Affiliation:

1. College of Computer Science and Electronic Engineering, National Supercomputering Center in Changsha, Hunan University,Changsha,China

2. SZZT Electronics Co., Ltd,Shenzhen,China

3. Third Surveying and Mapping Institute of Hunan Province,Changsha,China

Funder

National Key Research and Development Program of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10074610/10074618/10074870.pdf?arnumber=10074870

Reference27 articles.

1. Exactly computing the local lipschitz constant of relu networks;jordan;ArXiv Preprint,2020

2. Evaluating the robustness of neural networks: An extreme value theory approach;weng;ArXiv Preprint,2018

3. Interval arithmetic in modeling and solving Laplace’s equation problems with uncertainly defined boundary shape

4. Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder

5. Towards Evaluating the Robustness of Neural Networks

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP