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Do Deep Generative Models Know What They Don't Know?
Eric Nalisnick and Akihiro Matsukawa and Yee Whye Teh and Dilan Gorur and Balaji Lakshminarayanan
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by ameroyer 3 days ago
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Learning Latent Dynamics for Planning from Pixels
Danijar Hafner and Timothy Lillicrap and Ian Fischer and Ruben Villegas and David Ha and Honglak Lee and James Davidson
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 1 week ago
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin and Ming-Wei Chang and Kenton Lee and Kristina Toutanova
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 1 month 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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Summary by Hugo Larochelle 2 years ago
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Visualizing the Loss Landscape of Neural Nets
Hao Li and Zheng Xu and Gavin Taylor and Christoph Studer and Tom Goldstein
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CV, stat.ML

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Summary by daisukelab 1 week ago
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You May Not Need Attention
Ofir Press and Noah A. Smith
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by Ofir Press 1 month ago
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Intriguing properties of neural networks
Christian Szegedy and Wojciech Zaremba and Ilya Sutskever and Joan Bruna and Dumitru Erhan and Ian Goodfellow and Rob Fergus
arXiv e-Print archive - 2013 via Local arXiv
Keywords: cs.CV, cs.LG, cs.NE

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Summary by David Stutz 7 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 mnoukhov 4 months ago
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Summary by Qure.ai 1 year ago
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Summary by Martin Thoma 2 years ago
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RUDDER: Return Decomposition for Delayed Rewards
Jose A. Arjona-Medina and Michael Gillhofer and Michael Widrich and Thomas Unterthiner and Sepp Hochreiter
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, math.OC, stat.ML

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Summary by wassname 5 months ago
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Dynamic Memory Networks for Visual and Textual Question Answering
Caiming Xiong and Stephen Merity and Richard Socher
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.NE, cs.CL, cs.CV

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Summary by nishnik 2 years ago
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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 Local arXiv
Keywords: cs.LG, cs.AI

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Summary by Jon Gauthier 2 years ago
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Language GANs Falling Short
Massimo Caccia and Lucas Caccia and William Fedus and Hugo Larochelle and Joelle Pineau and Laurent Charlin
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL, cs.LG

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Summary by CodyWild 1 month ago
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Summary by Hugo Larochelle 2 years ago
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Density estimation using Real NVP
Laurent Dinh and Jascha Sohl-Dickstein and Samy Bengio
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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IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Lasse Espeholt and Hubert Soyer and Remi Munos and Karen Simonyan and Volodymir Mnih and Tom Ward and Yotam Doron and Vlad Firoiu and Tim Harley and Iain Dunning and Shane Legg and Koray Kavukcuoglu
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by CodyWild 1 month ago
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Taskonomy: Disentangling Task Transfer Learning
Amir Zamir and Alexander Sax and William Shen and Leonidas Guibas and Jitendra Malik and Silvio Savarese
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.AI, cs.LG, cs.NE, cs.RO

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Summary by Oleksandr Bailo 5 months ago
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Optimizing Agent Behavior over Long Time Scales by Transporting Value
Chia-Chun Hung and Timothy Lillicrap and Josh Abramson and Yan Wu and Mehdi Mirza and Federico Carnevale and Arun Ahuja and Greg Wayne
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by wassname 1 month ago
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