Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion

3 December 2021

Papers citing "Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion"

9 / 9 papers shown

Title
Towards Understanding Deep Learning Model in Image Recognition via Coverage Test Wenkai Li Xiaoqi Li Yingjie Mao Yishun Wang 24 0 0 12 May 2025
NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation Shengfang Zhai Jiajun Li Yue Liu Huanran Chen Zhihua Tian Wenjie Qu Qingni Shen Ruoxi Jia Yinpeng Dong Jiaheng Zhang AAML 44 0 0 09 Mar 2025
DANDI: Diffusion as Normative Distribution for Deep Neural Network Input Somin Kim Shin Yoo 55 0 0 05 Feb 2025
Robust Black-box Testing of Deep Neural Networks using Co-Domain Coverage Aishwarya Gupta Indranil Saha Piyush Rai AAML MLAU 24 1 0 13 Aug 2024
A3Rank: Augmentation Alignment Analysis for Prioritizing Overconfident Failing Samples for Deep Learning Models Zhengyuan Wei Haipeng Wang Qili Zhou William Chan 34 0 0 19 Jul 2024
Precise and Generalized Robustness Certification for Neural Networks Yuanyuan Yuan Shuai Wang Z. Su AAML 43 2 0 11 Jun 2023
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization Y. Liu Chris Xing Tian Haoliang Li Lei Ma Shiqi Wang UQCV 24 19 0 05 Jun 2023
Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing Yuanyuan Yuan Qi Pang Shuai Wang DiffM AAML MedIm 29 6 0 03 Dec 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017