Automatic Test Suite Generation for Key-Points Detection DNNs using
Many-Objective Search (Experience Paper)

Automatic Test Suite Generation for Key-Points Detection DNNs using Many-Objective Search (Experience Paper)

11 December 2020

Lionel C. Briand

Papers citing "Automatic Test Suite Generation for Key-Points Detection DNNs using Many-Objective Search (Experience Paper)"

19 / 19 papers shown

Title
Black-box Adversarial Sample Generation Based on Differential Evolution Junyu Lin Lei Xu Yingqi Liu Xinming Zhang AAML 20 35 0 30 Jul 2020
Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing Vincenzo Riccio Paolo Tonella AAML 12 130 0 06 Jul 2020
KPNet: Towards Minimal Face Detector Guanglu Song Yu Liu Yuhang Zang Xiaogang Wang B. Leng Qingsheng Yuan CVBM 56 7 0 17 Mar 2020
Comparing Offline and Online Testing of Deep Neural Networks: An Autonomous Car Case Study Fitash Ul Haq Donghwan Shin S. Nejati Lionel C. Briand 19 61 0 28 Nov 2019
PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving Zelun Kong Junfeng Guo Ang Li Cong Liu AAML 48 126 0 09 Jul 2019
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Xinyao Wang Liefeng Bo Fuxin Li CVBM 28 252 0 16 Apr 2019
Interpretable machine learning: definitions, methods, and applications W. James Murdoch Chandan Singh Karl Kumbier R. Abbasi-Asl Bin Yu XAI HAI 83 1,428 0 14 Jan 2019
DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems Husheng Zhou Wei Li Yuankun Zhu Yuqun Zhang Bei Yu Lingming Zhang Cong Liu AAML 43 176 0 27 Dec 2018
Real-time Driver Drowsiness Detection for Android Application Using Deep Neural Networks Techniques Rateb Jabbar K. Al-Khalifa Mohamed Kharbeche Wael K. M. Alhajyaseen M. Jafari Shan Jiang 13 191 0 05 Nov 2018
Simulation-based Adversarial Test Generation for Autonomous Vehicles with Machine Learning Components Cumhur Erkan Tuncali Georgios Fainekos Hisahiro Ito J. Kapinski 36 182 0 18 Apr 2018
Facial Attributes: Accuracy and Adversarial Robustness Andras Rozsa Manuel Günther Ethan M. Rudd Terrance E. Boult AAML CVBM 40 65 0 04 Jan 2018
Adversarial Examples: Attacks and Defenses for Deep Learning Xiaoyong Yuan Pan He Qile Zhu Xiaolin Li SILM AAML 54 1,614 0 19 Dec 2017
Feature-Guided Black-Box Safety Testing of Deep Neural Networks Matthew Wicker Xiaowei Huang Marta Kwiatkowska AAML 34 233 0 21 Oct 2017
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars Yuchi Tian Kexin Pei Suman Jana Baishakhi Ray AAML 51 1,353 0 28 Aug 2017
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 43 1,186 0 28 Aug 2017
DeepXplore: Automated Whitebox Testing of Deep Learning Systems Kexin Pei Yinzhi Cao Junfeng Yang Suman Jana AAML 61 1,357 0 18 May 2017
Hand Keypoint Detection in Single Images using Multiview Bootstrapping Tomas Simon Hanbyul Joo I. Matthews Yaser Sheikh 3DH 54 1,110 0 25 Apr 2017
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 77 5,008 0 22 Mar 2016
Practical Black-Box Attacks against Machine Learning Nicolas Papernot Patrick McDaniel Ian Goodfellow S. Jha Z. Berkay Celik A. Swami MLAU AAML 24 3,656 0 08 Feb 2016