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Summary by Udibr 2 years ago
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Summary by karpathy 2 years ago
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Summary by Hugo Larochelle 2 years ago
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Summary by Martin Thoma 2 years ago
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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe and Christian Szegedy
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.LG

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Summary by Alexander Jung 1 year ago
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One-shot Learning with Memory-Augmented Neural Networks
Adam Santoro and Sergey Bartunov and Matthew Botvinick and Daan Wierstra and Timothy Lillicrap
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG

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Summary by Hugo Larochelle 2 years ago
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Towards a Neural Statistician
Harrison Edwards and Amos Storkey
arXiv e-Print archive - 2016 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Hugo Larochelle 2 years ago
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Sequence-to-Sequence Learning as Beam-Search Optimization
Sam Wiseman and Alexander M. Rush
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.LG, cs.NE, stat.ML

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Summary by Sarath Chandar 2 years ago
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Stochastic Backpropagation through Mixture Density Distributions
Alex Graves
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.NE

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Summary by Hugo Larochelle 2 years ago
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Using Fast Weights to Attend to the Recent Past
Jimmy Ba and Geoffrey Hinton and Volodymyr Mnih and Joel Z. Leibo and Catalin Ionescu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: stat.ML, cs.LG, cs.NE

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Summary by Hugo Larochelle 2 years ago
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Detecting Adversarial Samples from Artifacts
Reuben Feinman and Ryan R. Curtin and Saurabh Shintre and Andrew B. Gardner
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by David Stutz 4 months ago
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Focal Loss for Dense Object Detection
Tsung-Yi Lin and Priya Goyal and Ross Girshick and Kaiming He and Piotr Dollár
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by RyanDsouza 5 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 mnoukhov 4 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 4 months ago
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Everybody Dance Now
Caroline Chan and Shiry Ginosar and Tinghui Zhou and Alexei A. Efros
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.GR, cs.CV

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Summary by Oleksandr Bailo 2 months ago
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Trellis Networks for Sequence Modeling
Shaojie Bai and J. Zico Kolter and Vladlen Koltun
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CL, stat.ML

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Summary by CodyWild 1 week ago
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Summary by Tiago Vinhoza 1 year ago
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Summary by Alexander Jung 1 year ago
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Summary by Martin Thoma 2 years ago
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Summary by Abhishek Das 1 year ago
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