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Variational Dropout Sparsifies Deep Neural Networks
Dmitry Molchanov and Arsenii Ashukha and Dmitry Vetrov
arXiv e-Print archive - 2017 via arXiv
Keywords: stat.ML, cs.LG

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Early Stopping without a Validation Set
Maren Mahsereci and Lukas Balles and Christoph Lassner and Philipp Hennig
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.LG, stat.ML

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Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models
Sergey Ioffe
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.LG

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Generative Temporal Models with Memory
Mevlana Gemici and Chia-Chun Hung and Adam Santoro and Greg Wayne and Shakir Mohamed and Danilo J. Rezende and David Amos and Timothy Lillicrap
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.LG, cs.NE

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Wasserstein GAN
Martin Arjovsky and Soumith Chintala and Léon Bottou
arXiv e-Print archive - 2017 via arXiv
Keywords: stat.ML, cs.LG

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Generating Sentences from a Continuous Space
Samuel R. Bowman and Luke Vilnis and Oriol Vinyals and Andrew M. Dai and Rafal Jozefowicz and Samy Bengio
arXiv e-Print archive - 2015 via arXiv
Keywords: cs.LG, cs.CL

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Towards Multi-Agent Communication-Based Language Learning
Angeliki Lazaridou and Nghia The Pham and Marco Baroni
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.CL, cs.CV, cs.LG

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