BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search

Author:

Xie Xiangning1,Liu Yuqiao1ORCID,Sun Yanan1ORCID,Yen Gary G.2ORCID,Xue Bing3ORCID,Zhang Mengjie3ORCID

Affiliation:

1. College of Computer Science, Sichuan University, Chengdu, China

2. School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, OK, USA

3. School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

Funder

Zhejiang Lab

China Computer Federation (CCF)-Baidu Open Fund

Chinese Association for Artificial Intelligence (CAAI)-Huawei MindSpore Open Fund

Science and Technology Innovation Talent Project of Sichuan Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Theoretical Computer Science,Software

Reference62 articles.

1. mixup: Beyond empirical risk minimization;zhang;arXiv 1710 09412,2017

2. Evaluating the search phase of neural architecture search;yu;arXiv 1902 08142,2019

3. NSGA-Net

4. Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

5. Cartesian genetic programming

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Growing NAS for Complex-Valued CNNs in Digital Predistortion Power Amplifier Applications;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

2. Evolutionary Multitasking Collaborative Neural Architecture Search for Scene Classification;2024 IEEE Congress on Evolutionary Computation (CEC);2024-06-30

3. MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis;IEEE Transactions on Evolutionary Computation;2024-06

4. Automated machine learning: past, present and future;Artificial Intelligence Review;2024-04-18

5. Poverty Estimation Using a ConvLSTM-Based Model With Multisource Remote Sensing Data: A Case Study in Nigeria;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2024

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

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3