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

Summary by Tim Miller 2 weeks ago
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Adversarial Diversity and Hard Positive Generation
Andras Rozsa and Ethan M. Rudd and Terrance E. Boult
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by David Stutz 3 weeks ago
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Measuring Neural Net Robustness with Constraints
Osbert Bastani and Yani Ioannou and Leonidas Lampropoulos and Dimitrios Vytiniotis and Aditya Nori and Antonio Criminisi
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.CV, cs.NE

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Summary by David Stutz 3 weeks ago
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Robustness of classifiers: from adversarial to random noise
Alhussein Fawzi and Seyed-Mohsen Moosavi-Dezfooli and Pascal Frossard
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.CV, stat.ML

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Summary by David Stutz 3 weeks ago
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A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples
Thomas Tanay and Lewis Griffin
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by David Stutz 3 weeks ago
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Adversarial Machine Learning at Scale
Alexey Kurakin and Ian Goodfellow and Samy Bengio
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV, cs.CR, cs.LG, stat.ML

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Summary by David Stutz 3 weeks ago
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Delving into Transferable Adversarial Examples and Black-box Attacks
Yanpei Liu and Xinyun Chen and Chang Liu and Dawn Song
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG

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Summary by David Stutz 3 weeks ago
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Universal adversarial perturbations
Seyed-Mohsen Moosavi-Dezfooli and Alhussein Fawzi and Omar Fawzi and Pascal Frossard
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV, cs.AI, cs.LG, stat.ML

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Summary by David Stutz 3 weeks ago
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Towards Evaluating the Robustness of Neural Networks
Nicholas Carlini and David Wagner
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CR, cs.CV

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Summary by David Stutz 3 weeks ago
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Training Region-based Object Detectors with Online Hard Example Mining
Abhinav Shrivastava and Abhinav Gupta and Ross Girshick
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV, cs.LG

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Summary by RyanDsouza 3 weeks 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 3 weeks 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 3 weeks ago
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Towards Deep Symbolic Reinforcement Learning
Marta Garnelo and Kai Arulkumaran and Murray Shanahan
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by Pavan Ravishankar 1 month ago
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Simple Black-Box Adversarial Perturbations for Deep Networks
Nina Narodytska and Shiva Prasad Kasiviswanathan
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.CR, stat.ML

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Summary by David Stutz 2 months ago
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Summary by Brady Neal 5 months ago
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Summary by Kirill Pevzner 5 months ago
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Summary by Peter O'Connor 5 months ago
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Summary by Marek Rei 5 months ago
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Summary by Marek Rei 5 months ago
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Summary by Marek Rei 5 months ago
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Understanding deep learning requires rethinking generalization
Chiyuan Zhang and Samy Bengio and Moritz Hardt and Benjamin Recht and Oriol Vinyals
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG

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Summary by Marek Rei 5 months ago
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Summary by Marek Rei 5 months ago
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Counter-fitting Word Vectors to Linguistic Constraints
Nikola Mrkšić and Diarmuid Ó Séaghdha and Blaise Thomson and Milica Gašić and Lina Rojas-Barahona and Pei-Hao Su and David Vandyke and Tsung-Hsien Wen and Steve Young
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CL, cs.LG

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Summary by Marek Rei 5 months ago
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Summary by Marek Rei 5 months ago
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Summary by Marek Rei 5 months ago
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Summary by Marek Rei 5 months ago
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Adversarial examples in the physical world
Alexey Kurakin and Ian Goodfellow and Samy Bengio
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV, cs.CR, cs.LG, stat.ML

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Summary by Marek Rei 5 months ago
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Summary by Marek Rei 5 months ago
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Aggregated Residual Transformations for Deep Neural Networks
Saining Xie and Ross Girshick and Piotr Dollár and Zhuowen Tu and Kaiming He
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by isarandi 5 months ago
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Learning to learn by gradient descent by gradient descent
Marcin Andrychowicz and Misha Denil and Sergio Gomez and Matthew W. Hoffman and David Pfau and Tom Schaul and Nando de Freitas
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.NE, cs.LG

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Summary by Peter O'Connor 5 months ago
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Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
Anh Nguyen and Jason Yosinski and Yoshua Bengio and Alexey Dosovitskiy and Jeff Clune
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Léo Paillier 6 months ago
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Summary by Léo Paillier 6 months ago
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Summary by Léo Paillier 6 months ago
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Summary by Léo Paillier 6 months ago
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Semantic Segmentation using Adversarial Networks
Pauline Luc and Camille Couprie and Soumith Chintala and Jakob Verbeek
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by robromijnders 8 months ago
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Semi-Supervised Classification with Graph Convolutional Networks
Thomas N. Kipf and Max Welling
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Gavin Gray 8 months ago
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Rotation equivariant vector field networks
Diego Marcos and Michele Volpi and Nikos Komodakis and Devis Tuia
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Joseph Paul Cohen 8 months ago
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Summary by Tiago Vinhoza 8 months ago
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PVANet: Lightweight Deep Neural Networks for Real-time Object Detection
Sanghoon Hong and Byungseok Roh and Kye-Hyeon Kim and Yeongjae Cheon and Minje Park
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Alexander Jung 8 months ago
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Instance Normalization: The Missing Ingredient for Fast Stylization
Dmitry Ulyanov and Andrea Vedaldi and Victor Lempitsky
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Alexander Jung 8 months ago
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Stacked Hourglass Networks for Human Pose Estimation
Alejandro Newell and Kaiyu Yang and Jia Deng
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Alexander Jung 8 months ago
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Summary by Alexander Jung 8 months ago
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Summary by Alexander Jung 8 months ago
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Summary by Alexander Jung 8 months ago
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Generating images with recurrent adversarial networks
Daniel Jiwoong Im and Chris Dongjoo Kim and Hui Jiang and Roland Memisevic
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.CV

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Summary by Alexander Jung 8 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 Alexander Jung 8 months ago
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Rank Ordered Autoencoders
Paul Bertens
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, stat.ML, I.2.6; I.5.1; I.4.2

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Summary by Alexander Jung 8 months ago
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Wide Residual Networks
Sergey Zagoruyko and Nikos Komodakis
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV, cs.LG, cs.NE

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Summary by Alexander Jung 8 months ago
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Summary by Alexander Jung 8 months ago
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Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks
Alex J. Champandard
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Alexander Jung 8 months ago
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Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation
Tejas D. Kulkarni and Karthik R. Narasimhan and Ardavan Saeedi and Joshua B. Tenenbaum
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, cs.NE, stat.ML

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Summary by Alexander Jung 9 months ago
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Artistic style transfer for videos
Manuel Ruder and Alexey Dosovitskiy and Thomas Brox
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Alexander Jung 9 months ago
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Summary by Alexander Jung 9 months ago
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Generating Images with Perceptual Similarity Metrics based on Deep Networks
Alexey Dosovitskiy and Thomas Brox
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.CV, cs.NE

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Summary by Alexander Jung 9 months ago
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Recurrent Neural Networks for Multivariate Time Series with Missing Values
Zhengping Che and Sanjay Purushotham and Kyunghyun Cho and David Sontag and Yan Liu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.NE, stat.ML

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Summary by Tiago Vinhoza 9 months ago
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End-to-End Deep Learning for Person Search
Tong Xiao and Shuang Li and Bochao Wang and Liang Lin and Xiaogang Wang
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Anonymous 9 months ago
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Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery
Wenwen Min and Juan Liu and Shihua Zhang
arXiv e-Print archive - 2016 via Local arXiv
Keywords: q-bio.GN, cs.LG, stat.ML, J.3; H.2.8; G.1.6; I.5

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Summary by Joseph Paul Cohen 9 months 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 10 months ago
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Summary by Abhishek Das 10 months ago
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Summary by Abhishek Das 10 months ago
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Residual Networks are Exponential Ensembles of Relatively Shallow Networks
Andreas Veit and Michael Wilber and Serge Belongie
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV, cs.AI, cs.LG, cs.NE

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Summary by Abhishek Das 10 months ago
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Residual Networks of Residual Networks: Multilevel Residual Networks
Ke Zhang and Miao Sun and Tony X. Han and Xingfang Yuan and Liru Guo and Tao Liu
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Abhishek Das 10 months ago
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Summary by Abhishek Das 10 months ago
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Summary by Tim Miller 10 months ago
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Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola and Jun-Yan Zhu and Tinghui Zhou and Alexei A. Efros
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.CV

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Summary by Joseph Paul Cohen 10 months 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 11 months ago
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Summary by Kirill Pevzner 1 year ago
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Summary by Kirill Pevzner 1 year ago
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Summary by Kirill Pevzner 1 year ago
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Summary by Qure.ai 1 year ago
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