arXiv is an e-print service in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance and statistics.

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Unsupervised Learning via Meta-Learning
Kyle Hsu and Sergey Levine and Chelsea Finn
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, stat.ML

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Summary by CodyWild 4 days ago
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Producing radiologist-quality reports for interpretable artificial intelligence
William Gale and Luke Oakden-Rayner and Gustavo Carneiro and Andrew P Bradley and Lyle J Palmer
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI

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Summary by Tess Berthier 2 weeks 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 1 month ago
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2 Comments
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Compositional Obverter Communication Learning From Raw Visual Input
Edward Choi and Angeliki Lazaridou and Nando de Freitas
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI, cs.CL, cs.LG, cs.NE

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Summary by Ben Bogin 1 month ago
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Towards Robust Evaluations of Continual Learning
Sebastian Farquhar and Yarin Gal
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Natalia Diaz Rodriguez, PhD 2 months ago
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Banach Wasserstein GAN
Jonas Adler and Sebastian Lunz
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG, math.FA

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Summary by Artëm Sobolev 2 months ago
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A Comparison of Word Embeddings for the Biomedical Natural Language Processing
Yanshan Wang and Sijia Liu and Naveed Afzal and Majid Rastegar-Mojarad and Liwei Wang and Feichen Shen and Paul Kingsbury and Hongfang Liu
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.IR

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Summary by Joseph Paul Cohen 2 months ago
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Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++
David Acuna and Huan Ling and Amlan Kar and Sanja Fidler
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by Oleksandr Bailo 2 months 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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Quasi-Monte Carlo Variational Inference
Alexander Buchholz and Florian Wenzel and Stephan Mandt
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Artëm Sobolev 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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BRUNO: A Deep Recurrent Model for Exchangeable Data
Iryna Korshunova and Jonas Degrave and Ferenc Huszár and Yarin Gal and Arthur Gretton and Joni Dambre
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML

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Summary by Artëm Sobolev 3 months ago
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Actor and Action Video Segmentation from a Sentence
Kirill Gavrilyuk and Amir Ghodrati and Zhenyang Li and Cees G. M. Snoek
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by Oleksandr Bailo 3 months 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 3 months ago
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Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey
Naveed Akhtar and Ajmal Mian
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by David Stutz 3 months ago
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Adversarial Spheres
Justin Gilmer and Luke Metz and Fartash Faghri and Samuel S. Schoenholz and Maithra Raghu and Martin Wattenberg and Ian Goodfellow
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, 68T45, I.2.6

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Summary by David Stutz 3 months ago
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Certified Defenses against Adversarial Examples
Aditi Raghunathan and Jacob Steinhardt and Percy Liang
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG

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Summary by David Stutz 3 months ago
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Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Xingjun Ma and Bo Li and Yisen Wang and Sarah M. Erfani and Sudanthi Wijewickrema and Grant Schoenebeck and Dawn Song and Michael E. Houle and James Bailey
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV

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Summary by David Stutz 3 months ago
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Adversarial Vulnerability of Neural Networks Increases With Input Dimension
Carl-Johann Simon-Gabriel and Yann Ollivier and Léon Bottou and Bernhard Schölkopf and David Lopez-Paz
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.CV, cs.LG, 68T45, I.2.6

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Summary by David Stutz 3 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 3 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 3 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 3 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 3 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 3 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 3 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 3 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 3 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 3 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 3 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 3 months ago
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Women also Snowboard: Overcoming Bias in Captioning Models
Kaylee Burns and Lisa Anne Hendricks and Kate Saenko and Trevor Darrell and Anna Rohrbach
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by Abir Das 3 months 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 Anonymous 3 months ago
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CocoNet: A deep neural network for mapping pixel coordinates to color values
Paul Andrei Bricman and Radu Tudor Ionescu
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by Anonymous 3 months ago
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Deep Learning: A Critical Appraisal
Gary Marcus
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI, cs.LG, stat.ML, 97R40, I.2.0; I.2.6

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Summary by Pavan Ravishankar 3 months ago
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Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution
Judea Pearl
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by Pavan Ravishankar 4 months ago
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Summary by Saeed Izadi 4 months ago
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Summary by Oleksandr Bailo 6 months ago
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Addressing Function Approximation Error in Actor-Critic Methods
Scott Fujimoto and Herke van Hoof and Dave Meger
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI, cs.LG, stat.ML

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Summary by Roman Ring 7 months ago
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Image-based Synthesis for Deep 3D Human Pose Estimation
Grégory Rogez and Cordelia Schmid
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by isarandi 7 months ago
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PoTrojan: powerful neural-level trojan designs in deep learning models
Minhui Zou and Yang Shi and Chengliang Wang and Fangyu Li and WenZhan Song and Yu Wang
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CR, cs.LG

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Summary by daisukelab 7 months ago
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DensePose: Dense Human Pose Estimation In The Wild
Rıza Alp Güler and Natalia Neverova and Iasonas Kokkinos
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by isarandi 7 months ago
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Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers
Jianbo Ye and Xin Lu and Zhe Lin and James Z. Wang
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG

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Summary by jwturner 8 months ago
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Curiosity-driven reinforcement learning with homeostatic regulation
Ildefons Magrans de Abril and Ryota Kanai
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI

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Summary by Natalia Diaz Rodriguez, PhD 8 months ago
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Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation
Mark Sandler and Andrew Howard and Menglong Zhu and Andrey Zhmoginov and Liang-Chieh Chen
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by evgeniizh 8 months ago
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