CC: Causality-Aware Coverage Criterion for Deep Neural Networks
Author:
Affiliation:
1. The Hong Kong University of Science and Technology,Hong Kong,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10172484/10172342/10172609.pdf?arnumber=10172609
Reference58 articles.
1. The Probability Approach in Econometrics
2. Dags with no tears: Continuous optimization for structure learning;zheng;Advances in neural information processing systems,2018
3. BadNets: Evaluating Backdooring Attacks on Deep Neural Networks
4. DeepRoad: GAN-based metamorphic testing and input validation framework for autonomous driving systems
5. The promise and peril of human evaluation for model interpretability;herman;ArXiv Preprint,2017
Cited by 5 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. Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24
2. Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing;IEEE Transactions on Software Engineering;2024-05
3. A Survey on Test Input Selection and Prioritization for Deep Neural Networks;2024 10th International Symposium on System Security, Safety, and Reliability (ISSSR);2024-03-16
4. Perfce: Performance Debugging on Databases with Chaos Engineering-Enhanced Causality Analysis;2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE);2023-09-11
5. Causality-Aided Trade-Off Analysis for Machine Learning Fairness;2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE);2023-09-11
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