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

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Enhanced Experience Replay Generation for Efficient Reinforcement Learning
Vincent Huang and Tobias Ley and Martha Vlachou-Konchylaki and Wenfeng Hu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI

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Summary by Tianxiao Zhao 1 week ago
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Summary by Ofir Press 1 month ago
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Hungarian Layer: Logics Empowered Neural Architecture
Han Xiao
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL

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Summary by arjoonn 2 months ago
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Hello Edge: Keyword Spotting on Microcontrollers
Yundong Zhang and Naveen Suda and Liangzhen Lai and Vikas Chandra
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.SD, cs.CL, cs.LG, cs.NE, eess.AS

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Summary by daisukelab 2 months ago
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Summary by luyuchen 2 months ago
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mixup: Beyond Empirical Risk Minimization
Hongyi Zhang and Moustapha Cisse and Yann N. Dauphin and David Lopez-Paz
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by daisukelab 3 months ago
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Summary by Kirill Pevzner 3 months ago
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Summary by Kirill Pevzner 3 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Emergent Translation in Multi-Agent Communication
Jason Lee and Kyunghyun Cho and Jason Weston and Douwe Kiela
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.AI

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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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On the State of the Art of Evaluation in Neural Language Models
Gábor Melis and Chris Dyer and Phil Blunsom
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL

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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis and Mirella Lapata
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.IR, cs.LG

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Summary by Marek Rei 4 months ago
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Unsupervised Machine Translation Using Monolingual Corpora Only
Guillaume Lample and Ludovic Denoyer and Marc'Aurelio Ranzato
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.AI

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Summary by Marek Rei 4 months ago
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Dynamic Evaluation of Neural Sequence Models
Ben Krause and Emmanuel Kahembwe and Iain Murray and Steve Renals
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.NE, cs.CL

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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Summary by Marek Rei 4 months ago
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Word Translation Without Parallel Data
Alexis Conneau and Guillaume Lample and Marc'Aurelio Ranzato and Ludovic Denoyer and Hervé Jégou
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL

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Summary by Marek Rei 4 months ago
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Summary by isarandi 4 months ago
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Summary by Min Lin 4 months ago
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Summary by Peter O'Connor 4 months ago
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Summary by Sina Honari 4 months ago
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Self-Normalizing Neural Networks
Günter Klambauer and Thomas Unterthiner and Andreas Mayr and Sepp Hochreiter
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Softmax GAN
Min Lin
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.NE

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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Léo Paillier 4 months ago
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Summary by Anonymous 5 months ago
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AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks
Aditya Devarakonda and Maxim Naumov and Michael Garland
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CV, cs.DC, stat.ML, 68T05, , I.2.6; I.5.0

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Summary by evgeniizh 5 months ago
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Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
Peter Anderson and Xiaodong He and Chris Buehler and Damien Teney and Mark Johnson and Stephen Gould and Lei Zhang
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by elbaro 6 months ago
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Triangle Generative Adversarial Networks
Zhe Gan and Liqun Chen and Weiyao Wang and Yunchen Pu and Yizhe Zhang and Hao Liu and Chunyuan Li and Lawrence Carin
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Sina Honari 6 months ago
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Summary by Sina Honari 6 months ago
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Crossing Nets: Dual Generative Models with a Shared Latent Space for Hand Pose Estimation
Chengde Wan and Thomas Probst and Luc Van Gool and Angela Yao
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Sina Honari 6 months ago
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Reparameterizing the Birkhoff Polytope for Variational Permutation Inference
Scott W. Linderman and Gonzalo E. Mena and Hal Cooper and Liam Paninski and John P. Cunningham
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML

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Summary by Gavin Gray 6 months ago
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Introspective Generative Modeling: Decide Discriminatively
Justin Lazarow and Long Jin and Zhuowen Tu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.LG, cs.NE

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Summary by Joseph Paul Cohen 7 months ago
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BEGAN: Boundary Equilibrium Generative Adversarial Networks
David Berthelot and Thomas Schumm and Luke Metz
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Alexander Jung 7 months ago
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About Microservices, Containers and their Underestimated Impact on Network Performance
Nane Kratzke
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.DC

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Summary by spio 7 months ago
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On the Effects of Batch and Weight Normalization in Generative Adversarial Networks
Sitao Xiang and Hao Li
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.CV, cs.LG

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Summary by Alexander Jung 7 months ago
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Summary by Alexander Jung 7 months ago
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Clinical Intervention Prediction and Understanding using Deep Networks
Harini Suresh and Nathan Hunt and Alistair Johnson and Leo Anthony Celi and Peter Szolovits and Marzyeh Ghassemi
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by Tiago Vinhoza 7 months ago
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Summary by sam 7 months ago
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Summary by Sina Honari 8 months ago
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Squeeze-and-Excitation Networks
Jie Hu and Li Shen and Gang Sun
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Joseph Paul Cohen 8 months ago
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Summary by Gavin Gray 8 months ago
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Summary by Abhishek Das 8 months ago
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Towards Diverse and Natural Image Descriptions via a Conditional GAN
Bo Dai and Sanja Fidler and Raquel Urtasun and Dahua Lin
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Abhishek Das 8 months ago
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Deep MR to CT Synthesis using Unpaired Data
Jelmer M. Wolterink and Anna M. Dinkla and Mark H. F. Savenije and Peter R. Seevinck and Cornelis A. T. van den Berg and Ivana Isgum
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Kirill Pevzner 8 months ago
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Summary by Joseph Paul Cohen 8 months ago
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What Actions are Needed for Understanding Human Actions in Videos?
Gunnar A. Sigurdsson and Olga Russakovsky and Abhinav Gupta
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Abir Das 9 months ago
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On orthogonality and learning recurrent networks with long term dependencies
Eugene Vorontsov and Chiheb Trabelsi and Samuel Kadoury and Chris Pal
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.NE

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Summary by Joseph Paul Cohen 9 months ago
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Lexical Features in Coreference Resolution: To be Used With Caution
Nafise Sadat Moosavi and Michael Strube
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL

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Summary by Tim Miller 9 months ago
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Summary by rayraycano 9 months ago
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Auto-Conditioned LSTM Network for Extended Complex Human Motion Synthesis
Zimo Li and Yi Zhou and Shuangjiu Xiao and Chong He and Hao Li
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by Kirill Pevzner 10 months ago
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Summary by Udibr 10 months ago
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Summary by Kirill Pevzner 10 months ago
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Summary by Kirill Pevzner 10 months ago
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Skeleton-aided Articulated Motion Generation
Yichao Yan and Jingwei Xu and Bingbing Ni and Xiaokang Yang
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Kirill Pevzner 10 months ago
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Summary by kyunghyuncho 10 months ago
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Bayesian Compression for Deep Learning
Christos Louizos and Karen Ullrich and Max Welling
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Gavin Gray 10 months ago
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