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Discovery of Natural Language Concepts in Individual Units of CNNs


Feb 28, 2019
Seil Na, Yo Joong Choe, Dong-Hyun Lee, Gunhee Kim

* Published as a conference paper at ICLR 2019 

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Cascading Denoising Auto-Encoder as a Deep Directed Generative Model


Jan 27, 2017
Dong-Hyun Lee

* not completed 

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Towards Biologically Plausible Deep Learning


Aug 09, 2016
Yoshua Bengio, Dong-Hyun Lee, Jorg Bornschein, Thomas Mesnard, Zhouhan Lin


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Difference Target Propagation


Nov 25, 2015
Dong-Hyun Lee, Saizheng Zhang, Asja Fischer, Yoshua Bengio

* 13 pages, 8 figures, Accepted in ECML/PKDD 2015 

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Challenges in Representation Learning: A report on three machine learning contests


Jul 01, 2013
Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron Courville, Mehdi Mirza, Ben Hamner, Will Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Zhang Chuang, Yoshua Bengio

* 8 pages, 2 figures 

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