Towards Better Analysis of Deep Convolutional Neural Networks

Towards Better Analysis of Deep Convolutional Neural Networks

24 April 2016

Jun Zhu

Papers citing "Towards Better Analysis of Deep Convolutional Neural Networks"

12 / 62 papers shown

Title
Learning with Interpretable Structure from Gated RNN Bo-Jian Hou Zhi-Hua Zhou AI4CE 21 69 0 25 Oct 2018
A User-based Visual Analytics Workflow for Exploratory Model Analysis Dylan Cashman S. Humayoun Florian Heimerl Kendall Park Subhajit Das ... Abigail Mosca J. Stasko Alex Endert Michael Gleicher Remco Chang 21 41 0 27 Sep 2018
Evaluating the Readability of Force Directed Graph Layouts: A Deep Learning Approach Hammad Haleem Y. Wang Abishek Puri Sahil Wadhwa Huamin Qu GNN 13 43 0 02 Aug 2018
RuleMatrix: Visualizing and Understanding Classifiers with Rules Yao Ming Huamin Qu E. Bertini FAtt 20 214 0 17 Jul 2018
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records Bum Chul Kwon Min-Je Choi J. Kim Edward Choi Young Bin Kim Soonwook Kwon Jimeng Sun Jaegul Choo 25 251 0 28 May 2018
Do Convolutional Neural Networks Learn Class Hierarchy? B. Alsallakh Amin Jourabloo Mao Ye Xiaoming Liu Liu Ren 42 210 0 17 Oct 2017
CNNComparator: Comparative Analytics of Convolutional Neural Networks Haipeng Zeng Hammad Haleem Xavier Plantaz Nan Cao Huamin Qu 22 31 0 15 Oct 2017
Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples Yinpeng Dong Hang Su Jun Zhu Fan Bao AAML 28 126 0 18 Aug 2017
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models Minsuk Kahng Pierre Yves Andrews Aditya Kalro Duen Horng Chau HAI 15 322 0 06 Apr 2017
Improving Interpretability of Deep Neural Networks with Semantic Information Yinpeng Dong Hang Su Jun Zhu Bo Zhang 27 122 0 12 Mar 2017
Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective Shixia Liu Xiting Wang Mengchen Liu Jun Zhu HAI 16 363 0 04 Feb 2017
Understanding Convolutional Neural Networks with A Mathematical Model C.-C. Jay Kuo FAtt 21 370 0 14 Sep 2016