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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 2 days 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 6 days 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 2 weeks ago
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Summary by Joseph Paul Cohen 2 weeks ago
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Multi-layer Representation Learning for Medical Concepts
Edward Choi and Mohammad Taha Bahadori and Elizabeth Searles and Catherine Coffey and Jimeng Sun
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG

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Summary by Joseph Paul Cohen 2 weeks 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 2 weeks ago
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Summary by Niek Tax 3 weeks 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 Anonymous 1 month ago
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Variational Inference with Normalizing Flows
Danilo Jimenez Rezende and Shakir Mohamed
arXiv e-Print archive - 2015 via Local arXiv
Keywords: stat.ML, cs.AI, cs.LG, stat.CO, stat.ME

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Summary by CodyWild 3 weeks 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 3 weeks 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 3 weeks 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 3 weeks 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 3 weeks 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 CodyWild 4 weeks 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 4 weeks 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 1 month 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 1 month 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 1 month 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 1 month ago
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Summary by Tim Miller 1 month ago
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