testRNN: Coverage-guided Testing on Recurrent Neural Networks

20 June 2019

Papers citing "testRNN: Coverage-guided Testing on Recurrent Neural Networks"

8 / 8 papers shown

Title
DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems Xiaoning Du Xiaofei Xie Yi Li Lei Ma Jianjun Zhao Yang Liu 59 38 0 13 Dec 2018
Concolic Testing for Deep Neural Networks Youcheng Sun Min Wu Wenjie Ruan Xiaowei Huang Marta Kwiatkowska Daniel Kroening 60 334 0 30 Apr 2018
Testing Deep Neural Networks Youcheng Sun Xiaowei Huang Daniel Kroening James Sharp Matthew Hill Rob Ashmore AAML 54 218 0 10 Mar 2018
Feature-Guided Black-Box Safety Testing of Deep Neural Networks Matthew Wicker Xiaowei Huang Marta Kwiatkowska AAML 46 235 0 21 Oct 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 88 1,367 0 18 May 2017
Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition Zhiyuan Tang Ying Shi Dong Wang Yang Feng Shiyue Zhang 44 53 0 28 Sep 2016
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 270 14,927 1 21 Dec 2013