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Learning Distributed Representations from Reviews for Collaborative Filtering
Recent work has shown that collaborative filter-based recommender system...
06/18/2018 ∙ by Amjad Almahairi, et al. ∙
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A Closer Look at the Optimization Landscapes of Generative Adversarial Networks
Generative adversarial networks have been very successful in generative ...
06/11/2019 ∙ by Hugo Berard, et al. ∙
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Dynamic Capacity Networks
We introduce the Dynamic Capacity Network (DCN), a neural network that c...
11/24/2015 ∙ by Amjad Almahairi, et al. ∙
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First Result on Arabic Neural Machine Translation
Neural machine translation has become a major alternative to widely used...
06/08/2016 ∙ by Amjad Almahairi, et al. ∙
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Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
Learning inter-domain mappings from unpaired data can improve performanc...
02/27/2018 ∙ by Amjad Almahairi, et al. ∙
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Theano: A Python framework for fast computation of mathematical expressions
Theano is a Python library that allows to define, optimize, and evaluate...
05/09/2016 ∙ by The Theano Development Team, et al. ∙
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Adversarial Computation of Optimal Transport Maps
Computing optimal transport maps between high-dimensional and continuous...
06/24/2019 ∙ by Jacob Leygonie, et al. ∙
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The Impact of Preprocessing on Arabic-English Statistical and Neural Machine Translation
Neural networks have become the state-of-the-art approach for machine tr...
06/27/2019 ∙ by Mai Oudah, et al. ∙
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