Interpretable deep learning for guided structure-property explorations
in photovoltaics

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Interpretable deep learning for guided structure-property explorations in photovoltaics

14 November 2018

Sambuddha Ghosal

Baskar Ganapathysubramanian

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Papers citing "Interpretable deep learning for guided structure-property explorations in photovoltaics"

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Title
Encoding Invariances in Deep Generative Models Viraj Shah Ameya Joshi Sambuddha Ghosal B. Pokuri Soumik Sarkar Baskar Ganapathysubramanian Chinmay Hegde PINN GAN 58 30 0 04 Jun 2019
Physics-aware Deep Generative Models for Creating Synthetic Microstructures R. Singh Viraj Shah B. Pokuri Soumik Sarkar Baskar Ganapathysubramanian Chinmay Hegde AI4CE GAN 28 22 0 21 Nov 2018
What do we need to build explainable AI systems for the medical domain? Andreas Holzinger Chris Biemann C. Pattichis D. Kell 71 692 0 28 Dec 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 293 2,267 0 24 Jun 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 203 3,881 0 10 Apr 2017
End to End Learning for Self-Driving Cars Mariusz Bojarski D. Testa Daniel Dworakowski Bernhard Firner B. Flepp ... Urs Muller Jiakai Zhang Xin Zhang Jake Zhao Karol Zieba SSL 100 4,175 0 25 Apr 2016
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 314 7,316 0 20 Dec 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 230 8,526 0 22 Mar 2013