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Dumitru Erhan

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Show and Tell: A Neural Image Caption Generator

Apr 20, 2015
Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan

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Training Deep Neural Networks on Noisy Labels with Bootstrapping

Apr 15, 2015
Scott Reed, Honglak Lee, Dragomir Anguelov, Christian Szegedy, Dumitru Erhan, Andrew Rabinovich

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Doubly Robust Policy Evaluation and Optimization

Mar 10, 2015
Miroslav Dudík, Dumitru Erhan, John Langford, Lihong Li

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Going Deeper with Convolutions

Sep 17, 2014
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, Andrew Rabinovich

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Intriguing properties of neural networks

Feb 19, 2014
Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, Rob Fergus

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Using Web Co-occurrence Statistics for Improving Image Categorization

Dec 20, 2013
Samy Bengio, Jeff Dean, Dumitru Erhan, Eugene Ie, Quoc Le, Andrew Rabinovich, Jonathon Shlens, Yoram Singer

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Scalable Object Detection using Deep Neural Networks

Dec 08, 2013
Dumitru Erhan, Christian Szegedy, Alexander Toshev, Dragomir Anguelov

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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

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Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits

Oct 16, 2012
Miroslav Dudik, Dumitru Erhan, John Langford, Lihong Li

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Deep Self-Taught Learning for Handwritten Character Recognition

Sep 18, 2010
Frédéric Bastien, Yoshua Bengio, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas Breuel, Youssouf Chherawala, Moustapha Cisse, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, Francois Savard, Guillaume Sicard

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