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Distributional Smoothing with Virtual Adversarial Training
Takeru Miyato and Shin-ichi Maeda and Masanori Koyama and Ken Nakae and Shin Ishii
arXiv e-Print archive - 2015 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by David Stutz 2 years ago
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"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro and Sameer Singh and Carlos Guestrin
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by Martin Thoma 4 years ago
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Building Machines That Learn and Think Like People
Brenden M. Lake and Tomer D. Ullman and Joshua B. Tenenbaum and Samuel J. Gershman
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.AI, cs.CV, cs.LG, cs.NE, stat.ML

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Summary by Abhishek Das 3 years ago
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Neural Architecture Search with Reinforcement Learning
Barret Zoph and Quoc V. Le
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.AI, cs.NE

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Summary by abhigenie92 3 years ago
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Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra and George Tucker and Jan Chorowski and Łukasz Kaiser and Geoffrey Hinton
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.NE, cs.LG

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Summary by David Stutz 1 year ago
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Biologically inspired protection of deep networks from adversarial attacks
Aran Nayebi and Surya Ganguli
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG, q-bio.NC

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Summary by David Stutz 2 years ago
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Embodied Question Answering
Abhishek Das and Samyak Datta and Georgia Gkioxari and Stefan Lee and Devi Parikh and Dhruv Batra
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.AI, cs.CL, cs.LG

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Summary by Oleksandr Bailo 2 years 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 years ago
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On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models
Sven Gowal and Krishnamurthy Dvijotham and Robert Stanforth and Rudy Bunel and Chongli Qin and Jonathan Uesato and Relja Arandjelovic and Timothy Mann and Pushmeet Kohli
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CR, stat.ML

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Summary by David Stutz 1 year ago
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Summary by Hugo Larochelle 5 years ago
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