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

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Summary by CodyWild 3 years ago
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Summary by CodyWild 3 years ago
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Efficient Convolutional Network Learning using Parametric Log based Dual-Tree Wavelet ScatterNet
Amarjot Singh and Nick Kingsbury
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by hanoch kremer 3 years ago
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Summary by CodyWild 3 years ago
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Summary by David Stutz 4 years ago
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Summary by CodyWild 4 years ago
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AI Safety Gridworlds
Jan Leike and Miljan Martic and Victoria Krakovna and Pedro A. Ortega and Tom Everitt and Andrew Lefrancq and Laurent Orseau and Shane Legg
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by dniku 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Regularizing Neural Networks by Penalizing Confident Output Distributions
Gabriel Pereyra and George Tucker and Jan Chorowski and Łukasz Kaiser and Geoffrey Hinton
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.NE, cs.LG

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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)
Been Kim and Martin Wattenberg and Justin Gilmer and Carrie Cai and James Wexler and Fernanda Viegas and Rory Sayres
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML

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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez and Been Kim
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG

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Summary by Apoorva Shetty 4 years ago
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Summary by CodyWild 4 years ago
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The Promise and Peril of Human Evaluation for Model Interpretability
Bernease Herman
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.LG, stat.ML

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Summary by Apoorva Shetty 4 years ago
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Summary by Apoorva Shetty 4 years ago
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Decoupled Weight Decay Regularization
Ilya Loshchilov and Frank Hutter
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.NE, math.OC

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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Inverse Reward Design
Dylan Hadfield-Menell and Smitha Milli and Pieter Abbeel and Stuart Russell and Anca Dragan
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by capybaralet 4 years ago
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Summary by David Stutz 5 years ago
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Summary by David Stutz 5 years ago
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Attacking the Madry Defense Model with $L_1$-based Adversarial Examples
Yash Sharma and Pin-Yu Chen
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.CR, cs.LG

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Summary by David Stutz 5 years ago
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Summary by David Stutz 5 years ago
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Summary by David Stutz 5 years ago
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Summary by David Stutz 5 years ago
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Summary by Guillaume Chevalier 5 years ago
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Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
Shiyu Liang and Yixuan Li and R. Srikant
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by elbaro 5 years ago
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On Calibration of Modern Neural Networks
Chuan Guo and Geoff Pleiss and Yu Sun and Kilian Q. Weinberger
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by elbaro 5 years ago
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Summary by ameroyer 5 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 5 years ago
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TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals
Jiyang Gao and Zhenheng Yang and Chen Sun and Kan Chen and Ram Nevatia
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by shiyu 5 years ago
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Temporal Action Detection with Structured Segment Networks
Yue Zhao and Yuanjun Xiong and Limin Wang and Zhirong Wu and Xiaoou Tang and Dahua Lin
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by shiyu 5 years ago
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One pixel attack for fooling deep neural networks
Jiawei Su and Danilo Vasconcellos Vargas and Sakurai Kouichi
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CV, stat.ML

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Summary by ANIRUDH NJ 5 years ago
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AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks
Tao Xu and Pengchuan Zhang and Qiuyuan Huang and Han Zhang and Zhe Gan and Xiaolei Huang and Xiaodong He
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 5 years ago
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Emergence of Grounded Compositional Language in Multi-Agent Populations
Igor Mordatch and Pieter Abbeel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI, cs.CL

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Summary by CodyWild 5 years ago
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$S^4$Net: Single Stage Salient-Instance Segmentation
Ruochen Fan and Qibin Hou and Ming-Ming Cheng and Tai-Jiang Mu and Shi-Min Hu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Eddie Smolansky 5 years ago
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The Do's and Don'ts for CNN-based Face Verification
Ankan Bansal and Carlos Castillo and Rajeev Ranjan and Rama Chellappa
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Eddie Smolansky 5 years 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 5 years ago
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Deep Extreme Cut: From Extreme Points to Object Segmentation
Kevis-Kokitsi Maninis and Sergi Caelles and Jordi Pont-Tuset and Luc Van Gool
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by Oleksandr Bailo 5 years ago
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Learning by Asking Questions
Ishan Misra and Ross Girshick and Rob Fergus and Martial Hebert and Abhinav Gupta and Laurens van der Maaten
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.CL, cs.LG

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Summary by Oleksandr Bailo 5 years ago
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Embodied Question Answering
Abhishek Das and Samyak Datta and Georgia Gkioxari and Stefan Lee and Devi Parikh and Dhruv Batra
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.AI, cs.CL, cs.LG

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Summary by Oleksandr Bailo 5 years ago
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Adversarial Attacks on Neural Network Policies
Sandy Huang and Nicolas Papernot and Ian Goodfellow and Yan Duan and Pieter Abbeel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CR, stat.ML

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Summary by David Stutz 5 years ago
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Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning
Battista Biggio and Fabio Roli
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.CR, cs.GT, cs.LG

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Summary by David Stutz 5 years ago
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Adversarial Examples: Attacks and Defenses for Deep Learning
Xiaoyong Yuan and Pan He and Qile Zhu and Rajendra Rana Bhat and Xiaolin Li
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV, stat.ML

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Summary by David Stutz 5 years ago
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Deep Image Prior
Dmitry Ulyanov and Andrea Vedaldi and Victor Lempitsky
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, stat.ML

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Summary by David Stutz 5 years ago
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Summary by David Stutz 5 years ago
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Detecting Adversarial Samples from Artifacts
Reuben Feinman and Ryan R. Curtin and Saurabh Shintre and Andrew B. Gardner
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by David Stutz 5 years ago
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Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods
Nicholas Carlini and David Wagner
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV

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Summary by David Stutz 5 years ago
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On the (Statistical) Detection of Adversarial Examples
Kathrin Grosse and Praveen Manoharan and Nicolas Papernot and Michael Backes and Patrick McDaniel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CR, cs.LG, stat.ML

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Summary by David Stutz 5 years ago
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Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients
Andrew Slavin Ross and Finale Doshi-Velez
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV

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Summary by David Stutz 5 years ago
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Biologically inspired protection of deep networks from adversarial attacks
Aran Nayebi and Surya Ganguli
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG, q-bio.NC

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Summary by David Stutz 5 years ago
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Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks
Weilin Xu and David Evans and Yanjun Qi
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.CR, cs.LG

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Summary by David Stutz 5 years ago
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Certifying Some Distributional Robustness with Principled Adversarial Training
Aman Sinha and Hongseok Namkoong and John Duchi
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by David Stutz 5 years ago
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Efficient Defenses Against Adversarial Attacks
Valentina Zantedeschi and Maria-Irina Nicolae and Ambrish Rawat
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by David Stutz 5 years ago
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Towards Robust Neural Networks via Random Self-ensemble
Xuanqing Liu and Minhao Cheng and Huan Zhang and Cho-Jui Hsieh
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CR, stat.ML

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Summary by David Stutz 5 years ago
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Towards Reverse-Engineering Black-Box Neural Networks
Seong Joon Oh and Max Augustin and Bernt Schiele and Mario Fritz
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.CR, cs.CV, cs.LG

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Summary by David Stutz 5 years ago
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Comment on "Biologically inspired protection of deep networks from adversarial attacks"
Wieland Brendel and Matthias Bethge
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG, q-bio.NC

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Summary by David Stutz 5 years ago
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ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models
Pin-Yu Chen and Huan Zhang and Yash Sharma and Jinfeng Yi and Cho-Jui Hsieh
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.CR, cs.LG

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Summary by David Stutz 5 years ago
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Adversarial Robustness: Softmax versus Openmax
Andras Rozsa and Manuel Günther and Terrance E. Boult
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by David Stutz 5 years ago
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A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations
Logan Engstrom and Brandon Tran and Dimitris Tsipras and Ludwig Schmidt and Aleksander Madry
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CV, cs.NE, stat.ML

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Summary by David Stutz 5 years ago
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NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles
Jiajun Lu and Hussein Sibai and Evan Fabry and David Forsyth
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV, cs.AI, cs.CR

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Summary by David Stutz 5 years ago
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Towards Deep Learning Models Resistant to Adversarial Attacks
Aleksander Madry and Aleksandar Makelov and Ludwig Schmidt and Dimitris Tsipras and Adrian Vladu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG, cs.NE

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Summary by David Stutz 5 years ago
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Ensemble Adversarial Training: Attacks and Defenses
Florian Tramèr and Alexey Kurakin and Nicolas Papernot and Ian Goodfellow and Dan Boneh and Patrick McDaniel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.CR, cs.LG

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Summary by David Stutz 5 years ago
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Prototypical Networks for Few-shot Learning
Jake Snell and Kevin Swersky and Richard S. Zemel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 5 years ago
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Translating Neuralese
Jacob Andreas and Anca Dragan and Dan Klein
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.NE

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Summary by CodyWild 5 years ago
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Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments
Maruan Al-Shedivat and Trapit Bansal and Yuri Burda and Ilya Sutskever and Igor Mordatch and Pieter Abbeel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by CodyWild 5 years ago
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Learned in Translation: Contextualized Word Vectors
Bryan McCann and James Bradbury and Caiming Xiong and Richard Socher
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CL, cs.AI, cs.LG

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Summary by CodyWild 5 years ago
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Neural Discrete Representation Learning
Aaron van den Oord and Oriol Vinyals and Koray Kavukcuoglu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by CodyWild 5 years ago
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu and Taesung Park and Phillip Isola and Alexei A. Efros
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 5 years ago
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The Trimmed Lasso: Sparsity and Robustness
Dimitris Bertsimas and Martin S. Copenhaver and Rahul Mazumder
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ME, math.OC, math.ST, stat.CO, stat.ML, stat.TH

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Summary by Anonymous 5 years ago
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Focal Loss for Dense Object Detection
Tsung-Yi Lin and Priya Goyal and Ross Girshick and Kaiming He and Piotr Dollár
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by RyanDsouza 5 years ago
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Active One-shot Learning
Mark Woodward and Chelsea Finn
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by Florian Windolf 5 years ago
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Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning
Stefan Depeweg and José Miguel Hernández-Lobato and Finale Doshi-Velez and Steffen Udluft
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by luyuchen 5 years ago
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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 5 years ago
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Summary by Ofir Press 5 years ago
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Summary by Ofir Press 5 years ago
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Summary by Oleksandr Bailo 5 years ago
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Summary by mashayekhi 5 years 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 6 years 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 6 years ago
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Summary by luyuchen 6 years 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 6 years ago
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Summary by Kirill Pevzner 6 years ago
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Summary by Kirill Pevzner 6 years ago
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Summary by Kirill Pevzner 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years 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 6 years ago
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Summary by Marek Rei 6 years 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 6 years ago
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Summary by Marek Rei 6 years 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 6 years 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 6 years 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 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years ago
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Summary by Marek Rei 6 years 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 6 years ago
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Summary by isarandi 6 years ago
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Summary by Min Lin 6 years ago
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Summary by Peter O'Connor 6 years ago
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Summary by Sina Honari 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years 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 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Léo Paillier 6 years ago
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Summary by Anonymous 6 years 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 6 years ago
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Summary by Joseph Paul Cohen 6 years ago
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Summary by Patrick Emami 6 years 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 years ago
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Summary by Sina Honari 6 years 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 years 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 years 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 6 years 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 6 years ago
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Summary by Mathieu Seurin 6 years 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 6 years 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 6 years ago
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Summary by Alexander Jung 6 years 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 6 years ago
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Summary by sam 6 years ago
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Summary by Sina Honari 6 years 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 6 years ago
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Summary by Gavin Gray 6 years ago
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Summary by Abhishek Das 6 years ago
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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 Abhishek Das 6 years 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 6 years 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 6 years ago
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Summary by Joseph Paul Cohen 6 years 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 6 years 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 6 years ago
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Summary by Tim Miller 6 years ago
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Summary by Joseph Paul Cohen 6 years ago
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Summary by rayraycano 6 years 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 6 years ago
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Summary by Udibr 6 years ago
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Summary by Kirill Pevzner 6 years ago
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Summary by Kirill Pevzner 6 years 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 6 years ago
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Summary by kyunghyuncho 6 years 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 6 years ago
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Summary by Hugo Larochelle 6 years ago
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6 Comments
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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 Joseph Paul Cohen 6 years ago
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Summary by Martin Thoma 6 years 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 Dmytro Mishkin 6 years 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 6 years 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 Gavin Gray 6 years ago
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Summary by Martin Thoma 6 years ago
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Summary by Qure.ai 6 years 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 6 years 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 6 years 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 7 years 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 7 years 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 7 years ago
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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 7 years 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 7 years 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 MarvMind 7 years ago
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