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Summary by mavenlin 3 days ago
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Summary by petered 2 weeks ago
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Summary by Sina Honari 3 weeks 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 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks 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 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Léo Paillier 3 weeks ago
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Summary by Anonymous 1 month 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 1 month 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 1 month 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 2 months ago
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Summary by Sina Honari 2 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 2 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 gngdb 2 months ago
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Deep Generative Adversarial Compression Artifact Removal
Leonardo Galteri and Lorenzo Seidenari and Marco Bertini and Alberto Del Bimbo
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Joseph Paul Cohen 2 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 2 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 2 months ago
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Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach
Timnit Gebru and Judy Hoffman and Li Fei-Fei
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Joseph Paul Cohen 2 months ago
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Towards Context-aware Interaction Recognition
Bohan Zhuang and Lingqiao Liu and Chunhua Shen and Ian Reid
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Joseph Paul Cohen 2 months ago
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Summary by Joseph Paul Cohen 2 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 3 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 3 months ago
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Summary by Alexander Jung 3 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 tiagotvv 3 months ago
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Summary by sam 3 months ago
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Summary by Sina Honari 4 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 4 months ago
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Summary by Joseph Paul Cohen 4 months ago
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Summary by gngdb 4 months ago
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Summary by Abhishek Das 4 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 4 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 Anonymous 4 months ago
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Summary by Joseph Paul Cohen 4 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 4 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 5 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 tmills 5 months ago
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Summary by rayraycano 5 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 Anonymous 6 months ago
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Summary by udibr 6 months ago
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Summary by Anonymous 6 months ago
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Summary by Anonymous 6 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 Anonymous 6 months ago
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Summary by kyunghyuncho 6 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 gngdb 6 months ago
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Summary by Hugo Larochelle 7 months ago
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6 Comments
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A simple neural network module for relational reasoning
Adam Santoro and David Raposo and David G. T. Barrett and Mateusz Malinowski and Razvan Pascanu and Peter Battaglia and Timothy Lillicrap
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.LG

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Summary by kdubovikov 7 months ago
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Summary by Martin Thoma 7 months ago
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Working hard to know your neighbor's margins:Local descriptor learning loss
Anastasiya Mishchuk and Dmytro Mishkin and Filip Radenovic and Jiri Matas
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by duchaaiki 7 months ago
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A Deep Reinforced Model for Abstractive Summarization
Romain Paulus and Caiming Xiong and Richard Socher
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL

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Summary by udibr 8 months ago
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Variational Dropout Sparsifies Deep Neural Networks
Dmitry Molchanov and Arsenii Ashukha and Dmitry Vetrov
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by gngdb 8 months ago
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Summary by Qure.ai 9 months ago
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Summary by Qure.ai 9 months ago
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Early Stopping without a Validation Set
Maren Mahsereci and Lukas Balles and Christoph Lassner and Philipp Hennig
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Martin Thoma 9 months ago
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Java Code Analysis and Transformation into AWS Lambda Functions
Josef Spillner and Serhii Dorodko
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.DC, cs.SE, D.2.1; I.2.2; C.2.4

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Summary by loeh 9 months ago
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Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Noam Shazeer and Azalia Mirhoseini and Krzysztof Maziarz and Andy Davis and Quoc Le and Geoffrey Hinton and Jeff Dean
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CL, cs.NE, stat.ML

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Summary by Martin Thoma 10 months ago
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Transferring Face Verification Nets To Pain and Expression Regression
Feng Wang and Xiang Xiang and Chang Liu and Trac D. Tran and Austin Reiter and Gregory D. Hager and Harry Quon and Jian Cheng and Alan L. Yuille
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.AI, cs.LG, cs.MM

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Summary by yzsos 10 months ago
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Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models
Sergey Ioffe
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by Qure.ai 11 months ago
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2 Comments
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Generative Temporal Models with Memory
Mevlana Gemici and Chia-Chun Hung and Adam Santoro and Greg Wayne and Shakir Mohamed and Danilo J. Rezende and David Amos and Timothy Lillicrap
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.NE

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Summary by Raza Habib 11 months ago
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Universal representations:The missing link between faces, text, planktons, and cat breeds
Hakan Bilen and Andrea Vedaldi
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, stat.ML

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Summary by Martin Thoma 11 months ago
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Wasserstein GAN
Martin Arjovsky and Soumith Chintala and Léon Bottou
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by marvinteichmann 11 months ago
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