CodyWild

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Variational Inference with Normalizing Flows
Danilo Jimenez Rezende and Shakir Mohamed
arXiv e-Print archive - 2015 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG, stat.CO, stat.ME

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Summary by CodyWild 1 month ago
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The challenge of realistic music generation: modelling raw audio at scale
Sander Dieleman and Aäron van den Oord and Karen Simonyan
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.SD, cs.LG, eess.AS, stat.ML

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Summary by CodyWild 2 months ago
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Learning with Opponent-Learning Awareness
Jakob N. Foerster and Richard Y. Chen and Maruan Al-Shedivat and Shimon Whiteson and Pieter Abbeel and Igor Mordatch
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.GT

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Summary by CodyWild 2 months ago
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Insights on representational similarity in neural networks with canonical correlation
Ari S. Morcos and Maithra Raghu and Samy Bengio
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.CV, cs.LG, cs.NE

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Summary by CodyWild 2 months ago
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Prototypical Networks for Few-shot Learning
Jake Snell and Kevin Swersky and Richard S. Zemel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 2 months ago
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Word Translation Without Parallel Data
Alexis Conneau and Guillaume Lample and Marc'Aurelio Ranzato and Ludovic Denoyer and Hervé Jégou
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 2 months ago
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Born Again Neural Networks
Tommaso Furlanello and Zachary C. Lipton and Michael Tschannen and Laurent Itti and Anima Anandkumar
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG

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Summary by CodyWild 2 months ago
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Image Transformer
Niki Parmar and Ashish Vaswani and Jakob Uszkoreit and Łukasz Kaiser and Noam Shazeer and Alexander Ku and Dustin Tran
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 2 months ago
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Inverse Reward Design
Dylan Hadfield-Menell and Smitha Milli and Pieter Abbeel and Stuart Russell and Anca Dragan
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by CodyWild 2 months ago
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Translating Neuralese
Jacob Andreas and Anca Dragan and Dan Klein
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.NE

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Summary by CodyWild 2 months ago
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How Does Batch Normalization Help Optimization? (No, It Is Not About Internal Covariate Shift)
Shibani Santurkar and Dimitris Tsipras and Andrew Ilyas and Aleksander Madry
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG, cs.NE

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Summary by CodyWild 2 months ago
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Group Normalization
Yuxin Wu and Kaiming He
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG

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Summary by CodyWild 2 months ago
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The unreasonable effectiveness of the forget gate
Jos van der Westhuizen and Joan Lasenby
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.NE, cs.LG, stat.ML

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Summary by CodyWild 2 months ago
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Evolved Policy Gradients
Rein Houthooft and Richard Y. Chen and Phillip Isola and Bradly C. Stadie and Filip Wolski and Jonathan Ho and Pieter Abbeel
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by CodyWild 2 months ago
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Differentiable plasticity: training plastic neural networks with backpropagation
Thomas Miconi and Jeff Clune and Kenneth O. Stanley
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.NE, cs.LG, stat.ML

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Summary by CodyWild 2 months ago
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Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments
Maruan Al-Shedivat and Trapit Bansal and Yuri Burda and Ilya Sutskever and Igor Mordatch and Pieter Abbeel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by CodyWild 2 months ago
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Dual Learning for Machine Translation
Yingce Xia and Di He and Tao Qin and Liwei Wang and Nenghai Yu and Tie-Yan Liu and Wei-Ying Ma
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 2 months ago
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Deep contextualized word representations
Matthew E. Peters and Mark Neumann and Mohit Iyyer and Matt Gardner and Christopher Clark and Kenton Lee and Luke Zettlemoyer
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 2 months ago
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Enriching Word Vectors with Subword Information
Piotr Bojanowski and Edouard Grave and Armand Joulin and Tomas Mikolov
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.LG

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Summary by CodyWild 2 months ago
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Learned in Translation: Contextualized Word Vectors
Bryan McCann and James Bradbury and Caiming Xiong and Richard Socher
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.AI, cs.LG

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Summary by CodyWild 2 months ago
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Embedding Word Similarity with Neural Machine Translation
Felix Hill and Kyunghyun Cho and Sebastien Jean and Coline Devin and Yoshua Bengio
arXiv e-Print archive - 2014 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 2 months ago
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Implicit Autoencoders
Alireza Makhzani
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 2 months ago
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Associative Compression Networks for Representation Learning
Alex Graves and Jacob Menick and Aaron van den Oord
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.NE, cs.LG, stat.ML

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Summary by CodyWild 2 months ago
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Autoencoding beyond pixels using a learned similarity metric
Anders Boesen Lindbo Larsen and Søren Kaae Sønderby and Hugo Larochelle and Ole Winther
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.LG, cs.CV, stat.ML

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Summary by CodyWild 2 months ago
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Neural Discrete Representation Learning
Aaron van den Oord and Oriol Vinyals and Koray Kavukcuoglu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by CodyWild 2 months ago
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A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music
Adam Roberts and Jesse Engel and Colin Raffel and Curtis Hawthorne and Douglas Eck
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.SD, eess.AS, stat.ML

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Summary by CodyWild 2 months ago
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Adversarially Learned Inference
Vincent Dumoulin and Ishmael Belghazi and Ben Poole and Alex Lamb and Martin Arjovsky and Olivier Mastropietro and Aaron Courville
arXiv e-Print archive - 2016 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by CodyWild 2 months ago
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Least Squares Generative Adversarial Networks
Xudong Mao and Qing Li and Haoran Xie and Raymond Y. K. Lau and Zhen Wang and Stephen Paul Smolley
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 2 months ago
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Unrolled Generative Adversarial Networks
Luke Metz and Ben Poole and David Pfau and Jascha Sohl-Dickstein
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 2 months ago
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu and Taesung Park and Phillip Isola and Alexei A. Efros
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 2 months ago
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