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Compressing 1D Time-Channel Separable Convolutions using Sparse Random Ternary Matrices


Apr 02, 2021
Gonçalo Mordido, Matthijs Van Keirsbilck, Alexander Keller


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Artificial Neural Networks generated by Low Discrepancy Sequences


Mar 05, 2021
Alexander Keller, Matthijs Van keirsbilck


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Neural Control Variates


Jun 02, 2020
Thomas Müller, Fabrice Rousselle, Jan Novák, Alexander Keller

* 18 pages, 12 figures 

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Rethinking Full Connectivity in Recurrent Neural Networks


May 29, 2019
Matthijs Van Keirsbilck, Alexander Keller, Xiaodong Yang


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Instant Quantization of Neural Networks using Monte Carlo Methods


May 29, 2019
Gonçalo Mordido, Matthijs Van Keirsbilck, Alexander Keller


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Integral Equations and Machine Learning


Nov 04, 2018
Alexander Keller, Ken Dahm


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Learning Light Transport the Reinforced Way


Aug 15, 2017
Ken Dahm, Alexander Keller

* Revised version 

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