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Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu and Mike Schuster and Zhifeng Chen and Quoc V. Le and Mohammad Norouzi and Wolfgang Macherey and Maxim Krikun and Yuan Cao and Qin Gao and Klaus Macherey and Jeff Klingner and Apurva Shah and Melvin Johnson and Xiaobing Liu and Łukasz Kaiser and Stephan Gouws and Yoshikiyo Kato and Taku Kudo and Hideto Kazawa and Keith Stevens et al.
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.CL, cs.AI, cs.LG

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SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
Lantao Yu and Weinan Zhang and Jun Wang and Yong Yu
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.LG, cs.AI

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Fully-Convolutional Siamese Networks for Object Tracking
Luca Bertinetto and Jack Valmadre and João F. Henriques and Andrea Vedaldi and Philip H. S. Torr
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.CV

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SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks
Armen Aghajanyan
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.LG

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Hypercolumns for Object Segmentation and Fine-grained Localization
Bharath Hariharan and Pablo Arbeláez and Ross Girshick and Jitendra Malik
arXiv e-Print archive - 2014 via arXiv
Keywords: cs.CV

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An overview of gradient descent optimization algorithms
Sebastian Ruder
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.LG

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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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Reward Augmented Maximum Likelihood for Neural Structured Prediction
Mohammad Norouzi and Samy Bengio and Zhifeng Chen and Navdeep Jaitly and Mike Schuster and Yonghui Wu and Dale Schuurmans
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.LG

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Sequential Neural Models with Stochastic Layers
Marco Fraccaro and Søren Kaae Sønderby and Ulrich Paquet and Ole Winther
arXiv e-Print archive - 2016 via arXiv
Keywords: stat.ML, cs.LG

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Learning to Track at 100 FPS with Deep Regression Networks
David Held and Sebastian Thrun and Silvio Savarese
arXiv e-Print archive - 2016 via arXiv
Keywords: cs.CV, cs.AI, cs.LG, cs.RO

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A Search for Stellar-Mass Black Holes via Astrometric Microlensing
J. R. Lu and E. Sinukoff and E. O. Ofek and A. Udalski and S. Kozlowski
arXiv e-Print archive - 2016 via arXiv
Keywords: astro-ph.SR

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