arXiv is an e-print service in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance and statistics.

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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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A Deep Reinforced Model for Abstractive Summarization
Romain Paulus and Caiming Xiong and Richard Socher
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.CL

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6 Comments
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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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Bayesian Compression for Deep Learning
Christos Louizos and Karen Ullrich and Max Welling
arXiv e-Print archive - 2017 via arXiv
Keywords: stat.ML, 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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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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2 Comments
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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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A simple neural network module for relational reasoning
Adam Santoro and David Raposo and David G. T. Barrett and Mateusz Malinowski and Razvan Pascanu and Peter Battaglia and Timothy Lillicrap
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.CL, cs.LG

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Universal representations:The missing link between faces, text, planktons, and cat breeds
Hakan Bilen and Andrea Vedaldi
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.CV, stat.ML

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Transferring Face Verification Nets To Pain and Expression Regression
Feng Wang and Xiang Xiang and Chang Liu and Trac D. Tran and Austin Reiter and Gregory D. Hager and Harry Quon and Jian Cheng and Alan L. Yuille
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.CV, cs.AI, cs.LG, cs.MM

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Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Noam Shazeer and Azalia Mirhoseini and Krzysztof Maziarz and Andy Davis and Quoc Le and Geoffrey Hinton and Jeff Dean
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.LG, cs.CL, cs.NE, stat.ML

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On orthogonality and learning recurrent networks with long term dependencies
Eugene Vorontsov and Chiheb Trabelsi and Samuel Kadoury and Chris Pal
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.LG, cs.NE

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Java Code Analysis and Transformation into AWS Lambda Functions
Josef Spillner and Serhii Dorodko
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.DC, cs.SE, D.2.1; I.2.2; C.2.4

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Working hard to know your neighbor's margins:Local descriptor learning loss
Anastasiya Mishchuk and Dmytro Mishkin and Filip Radenovic and Jiri Matas
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.CV

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The Shattered Gradients Problem: If resnets are the answer, then what is the question?
David Balduzzi and Marcus Frean and Lennox Leary and JP Lewis and Kurt Wan-Duo Ma and Brian McWilliams
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.NE, cs.LG, stat.ML

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3 Comments
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Skeleton-aided Articulated Motion Generation
Yichao Yan and Jingwei Xu and Bingbing Ni and Xiaokang Yang
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.CV

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Self-Normalizing Neural Networks
Günter Klambauer and Thomas Unterthiner and Andreas Mayr and Sepp Hochreiter
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.LG, stat.ML

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Neural Feature Embedding for User Response Prediction in Real-Time Bidding (RTB)
Enno Shioji and Masayuki Arai
arXiv e-Print archive - 2017 via arXiv
Keywords: cs.IR

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