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

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Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract)
Lisa Anne Hendricks and Kaylee Burns 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 ngthanhtinqn 1 year ago
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Summary by ngthanhtinqn 1 year ago
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Summary by CodyWild 2 years ago
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Data-Efficient Hierarchical Reinforcement Learning
Ofir Nachum and Shixiang Gu and Honglak Lee and Sergey Levine
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by Felipe Martins 3 years ago
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Recurrent World Models Facilitate Policy Evolution
David Ha and Jürgen Schmidhuber
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Paul Barde 3 years ago
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Summary by CodyWild 3 years ago
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Low Frequency Adversarial Perturbation
Chuan Guo and Jared S. Frank and Kilian Q. Weinberger
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by David Stutz 4 years ago
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Sensitivity and Generalization in Neural Networks: an Empirical Study
Roman Novak and Yasaman Bahri and Daniel A. Abolafia and Jeffrey Pennington and Jascha Sohl-Dickstein
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG, cs.NE

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Summary by David Stutz 4 years 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 David Stutz 4 years ago
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Taming VAEs
Danilo Jimenez Rezende and Fabio Viola
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Gavin Gray 4 years ago
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Progress & Compress: A scalable framework for continual learning
Jonathan Schwarz and Jelena Luketina and Wojciech M. Czarnecki and Agnieszka Grabska-Barwinska and Yee Whye Teh and Razvan Pascanu and Raia Hadsell
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by devin132 4 years ago
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19 dubious ways to compute the marginal likelihood of a phylogenetic tree topology
Mathieu Fourment and Andrew F. Magee and Chris Whidden and Arman Bilge and Frederick A. Matsen IV and Vladimir N. Minin
arXiv e-Print archive - 2018 via Local arXiv
Keywords: q-bio.PE, stat.CO

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Summary by Gavin Gray 4 years ago
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Rao-Blackwellized Stochastic Gradients for Discrete Distributions
Runjing Liu and Jeffrey Regier and Nilesh Tripuraneni and Michael I. Jordan and Jon McAuliffe
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Gavin Gray 4 years ago
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Summary by Oleksandr Bailo 4 years ago
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WAIC, but Why? Generative Ensembles for Robust Anomaly Detection
Hyunsun Choi and Eric Jang and Alexander A. Alemi
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Massimo Caccia 4 years ago
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Summary by jerpint 4 years ago
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Summary by Hadrien Bertrand 4 years ago
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Summary by David Stutz 4 years ago
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Certified Robustness to Adversarial Examples with Differential Privacy
Mathias Lecuyer and Vaggelis Atlidakis and Roxana Geambasu and Daniel Hsu and Suman Jana
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.CR, cs.LG

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Summary by David Stutz 4 years ago
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On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models
Sven Gowal and Krishnamurthy Dvijotham and Robert Stanforth and Rudy Bunel and Chongli Qin and Jonathan Uesato and Relja Arandjelovic and Timothy Mann and Pushmeet Kohli
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CR, 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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Neural Networks with Structural Resistance to Adversarial Attacks
Luca de Alfaro
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.CR, cs.LG, cs.NE

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Summary by David Stutz 4 years ago
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On the importance of single directions for generalization
Ari S. Morcos and David G. T. Barrett and Neil C. Rabinowitz and Matthew Botvinick
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG, cs.NE

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Summary by David Stutz 4 years ago
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Improving Transferability of Adversarial Examples with Input Diversity
Cihang Xie and Zhishuai Zhang and Yuyin Zhou and Song Bai and Jianyu Wang and Zhou Ren and Alan Yuille
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG, stat.ML

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Summary by David Stutz 4 years ago
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Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer
Hsueh-Ti Derek Liu and Michael Tao and Chun-Liang Li and Derek Nowrouzezahrai and Alec Jacobson
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CV, cs.GR, 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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Black-box Adversarial Attacks with Limited Queries and Information
Andrew Ilyas and Logan Engstrom and Anish Athalye and Jessy Lin
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.CR, stat.ML

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Summary by David Stutz 4 years ago
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On the Intriguing Connections of Regularization, Input Gradients and Transferability of Evasion and Poisoning Attacks
Ambra Demontis and Marco Melis and Maura Pintor and Matthew Jagielski and Battista Biggio and Alina Oprea and Cristina Nita-Rotaru and Fabio Roli
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CR, stat.ML, 68T10, 68T45

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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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Summary by David Stutz 4 years ago
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Playing the Game of Universal Adversarial Perturbations
Julien Perolat and Mateusz Malinowski and Bilal Piot and Olivier Pietquin
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CV, 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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Summary by David Stutz 4 years ago
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Towards the first adversarially robust neural network model on MNIST
Lukas Schott and Jonas Rauber and Matthias Bethge and Wieland Brendel
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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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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Adversarial Training Versus Weight Decay
Angus Galloway and Thomas Tanay and Graham W. Taylor
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by David Stutz 4 years ago
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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 Joseph Paul Cohen 4 years ago
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Summary by Joseph Paul Cohen 4 years ago
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Explaining Image Classifiers by Counterfactual Generation
Chun-Hao Chang and Elliot Creager and Anna Goldenberg and David Duvenaud
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Meta-Learning Update Rules for Unsupervised Representation Learning
Luke Metz and Niru Maheswaranathan and Brian Cheung and Jascha Sohl-Dickstein
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.NE, stat.ML

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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Systematic Generalization: What Is Required and Can It Be Learned?
Dzmitry Bahdanau and Shikhar Murty and Michael Noukhovitch and Thien Huu Nguyen and Harm de Vries and Aaron Courville
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL, cs.AI

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Summary by Joseph Paul Cohen 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Effective Ways to Build and Evaluate Individual Survival Distributions
Humza Haider and Bret Hoehn and Sarah Davis and Russell Greiner
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Joseph Paul Cohen 4 years ago
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Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning
Nicolas Papernot and Patrick McDaniel
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by David Stutz 5 years ago
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Towards Imperceptible and Robust Adversarial Example Attacks against Neural Networks
Bo Luo and Yannan Liu and Lingxiao Wei and Qiang Xu
arXiv e-Print archive - 2018 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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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 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 David Stutz 5 years ago
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Summary by David Stutz 5 years ago
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Improving MMD-GAN Training with Repulsive Loss Function
Wei Wang and Yuan Sun and Saman Halgamuge
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CV, stat.ML

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Summary by richard_wth 5 years ago
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Summary by ameroyer 5 years ago
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Data Augmentation for Skin Lesion Analysis
Fábio Perez and Cristina Vasconcelos and Sandra Avila and Eduardo Valle
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by Fábio Perez 5 years ago
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Investigating Human Priors for Playing Video Games
Rachit Dubey and Pulkit Agrawal and Deepak Pathak and Thomas L. Griffiths and Alexei A. Efros
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by Fábio Perez 5 years ago
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Neural Ordinary Differential Equations
Ricky T. Q. Chen and Yulia Rubanova and Jesse Bettencourt and David Duvenaud
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 5 years ago
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Do Deep Generative Models Know What They Don't Know?
Eric Nalisnick and Akihiro Matsukawa and Yee Whye Teh and Dilan Gorur and Balaji Lakshminarayanan
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by ameroyer 5 years ago
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Learning Confidence for Out-of-Distribution Detection in Neural Networks
Terrance DeVries and Graham W. Taylor
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by elbaro 5 years ago
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Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning
Supasorn Suwajanakorn and Noah Snavely and Jonathan Tompson and Mohammad Norouzi
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG, stat.ML

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Summary by Krishna Murthy 5 years ago
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Learning Latent Dynamics for Planning from Pixels
Danijar Hafner and Timothy Lillicrap and Ian Fischer and Ruben Villegas and David Ha and Honglak Lee and James Davidson
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 5 years ago
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Gradient Reversal Against Discrimination
Edward Raff and Jared Sylvester
arXiv e-Print archive - 2018 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG

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Summary by ameroyer 5 years ago
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BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
Tianwei Lin and Xu Zhao and Haisheng Su and Chongjing Wang and Ming Yang
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV

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Summary by shiyu 5 years ago
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Relational Forward Models for Multi-Agent Learning
Andrea Tacchetti and H. Francis Song and Pedro A. M. Mediano and Vinicius Zambaldi and Neil C. Rabinowitz and Thore Graepel and Matthew Botvinick and Peter W. Battaglia
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.MA, stat.ML

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Summary by CodyWild 5 years ago
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Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search
Lars Buesing and Theophane Weber and Yori Zwols and Sebastien Racaniere and Arthur Guez and Jean-Baptiste Lespiau and Nicolas Heess
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 5 years ago
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Learning to Learn without Forgetting By Maximizing Transfer and Minimizing Interference
Matthew Riemer and Ignacio Cases and Robert Ajemian and Miao Liu and Irina Rish and Yuhai Tu and Gerald Tesauro
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 5 years ago
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An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
Rosanne Liu and Joel Lehman and Piero Molino and Felipe Petroski Such and Eric Frank and Alex Sergeev and Jason Yosinski
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CV, cs.LG, stat.ML

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Summary by CodyWild 5 years ago
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Adversarial Reprogramming of Neural Networks
Gamaleldin F. Elsayed and Ian Goodfellow and Jascha Sohl-Dickstein
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV, stat.ML

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Summary by CodyWild 5 years ago
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Learning Plannable Representations with Causal InfoGAN
Thanard Kurutach and Aviv Tamar and Ge Yang and Stuart Russell and Pieter Abbeel
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, cs.NE, cs.RO, stat.ML

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Summary by CodyWild 5 years ago
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Intrinsic Social Motivation via Causal Influence in Multi-Agent RL
Natasha Jaques and Angeliki Lazaridou and Edward Hughes and Caglar Gulcehre and Pedro A. Ortega and DJ Strouse and Joel Z. Leibo and Nando de Freitas
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.MA, stat.ML

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Summary by CodyWild 5 years ago
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Natural Environment Benchmarks for Reinforcement Learning
Amy Zhang and Yuxin Wu and Joelle Pineau
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by wassname 5 years ago
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Reward learning from human preferences and demonstrations in Atari
Borja Ibarz and Jan Leike and Tobias Pohlen and Geoffrey Irving and Shane Legg and Dario Amodei
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.NE, stat.ML

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Summary by wassname 5 years ago
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Model-Based Active Exploration
Pranav Shyam and Wojciech Jaśkowski and Faustino Gomez
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.IT, cs.NE, math.IT, stat.ML

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Summary by CodyWild 5 years ago
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arxiv.org
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Episodic Curiosity through Reachability
Nikolay Savinov and Anton Raichuk and Raphaël Marinier and Damien Vincent and Marc Pollefeys and Timothy Lillicrap and Sylvain Gelly
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

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Summary by CodyWild 5 years ago
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Large-Scale Study of Curiosity-Driven Learning
Yuri Burda and Harri Edwards and Deepak Pathak and Amos Storkey and Trevor Darrell and Alexei A. Efros
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, cs.RO, stat.ML

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Summary by CodyWild 5 years ago
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Multi-task Deep Reinforcement Learning with PopArt
Matteo Hessel and Hubert Soyer and Lasse Espeholt and Wojciech Czarnecki and Simon Schmitt and Hado van Hasselt
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 5 years ago
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IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Lasse Espeholt and Hubert Soyer and Remi Munos and Karen Simonyan and Volodymir Mnih and Tom Ward and Yotam Doron and Vlad Firoiu and Tim Harley and Iain Dunning and Shane Legg and Koray Kavukcuoglu
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI

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Summary by CodyWild 5 years ago
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Language GANs Falling Short
Massimo Caccia and Lucas Caccia and William Fedus and Hugo Larochelle and Joelle Pineau and Laurent Charlin
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL, cs.LG

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Summary by CodyWild 5 years ago
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On the Evaluation of Common-Sense Reasoning in Natural Language Understanding
Paul Trichelair and Ali Emami and Jackie Chi Kit Cheung and Adam Trischler and Kaheer Suleman and Fernando Diaz
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CL, stat.ML

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Summary by CodyWild 5 years ago
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Trellis Networks for Sequence Modeling
Shaojie Bai and J. Zico Kolter and Vladlen Koltun
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CL, stat.ML

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Summary by CodyWild 5 years ago
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Embedding Grammars
David Wingate and William Myers and Nancy Fulda and Tyler Etchart
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 5 years ago
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You May Not Need Attention
Ofir Press and Noah A. Smith
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by Ofir Press 5 years ago
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin and Ming-Wei Chang and Kenton Lee and Kristina Toutanova
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 5 years ago
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Optimizing Agent Behavior over Long Time Scales by Transporting Value
Chia-Chun Hung and Timothy Lillicrap and Josh Abramson and Yan Wu and Mehdi Mirza and Federico Carnevale and Arun Ahuja and Greg Wayne
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by wassname 5 years 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 5 years 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 5 years ago
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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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 5 years 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 wassname 5 years 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 5 years 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 5 years 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 5 years ago
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Summary by Saeed Izadi 5 years ago
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Summary by Oleksandr Bailo 5 years 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 6 years 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 6 years 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 6 years 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 6 years 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 6 years 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 6 years 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 6 years ago
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