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Quaternion Recurrent Neural Networks


Jul 05, 2018
Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio

* Adding WSJ results 

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Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition


Jun 20, 2018
Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio

* Accepted at INTERSPEECH 2018 

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Deep Complex Networks


Feb 25, 2018
Chiheb Trabelsi, Olexa Bilaniuk, Ying Zhang, Dmitriy Serdyuk, Sandeep Subramanian, João Felipe Santos, Soroush Mehri, Negar Rostamzadeh, Yoshua Bengio, Christopher J Pal


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On orthogonality and learning recurrent networks with long term dependencies


Oct 12, 2017
Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal


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