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Successor Feature Sets: Generalizing Successor Representations Across Policies

Mar 03, 2021
Kianté Brantley, Soroush Mehri, Geoffrey J. Gordon

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Rapid Adaptation with Conditionally Shifted Neurons

Jul 03, 2018
Tsendsuren Munkhdalai, Xingdi Yuan, Soroush Mehri, Adam Trischler

* ICML 2018; Added: additional ablation and speed comparison with MetaNet 

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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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SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

Feb 11, 2017
Soroush Mehri, Kundan Kumar, Ishaan Gulrajani, Rithesh Kumar, Shubham Jain, Jose Sotelo, Aaron Courville, Yoshua Bengio

* Published as a conference paper at ICLR 2017 

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On Binary Classification with Single-Layer Convolutional Neural Networks

Sep 13, 2015
Soroush Mehri

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