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Picture for Ksenia Konyushkova

Semi-supervised reward learning for offline reinforcement learning


Dec 12, 2020
Ksenia Konyushkova, Konrad Zolna, Yusuf Aytar, Alexander Novikov, Scott Reed, Serkan Cabi, Nando de Freitas

* Accepted to Offline Reinforcement Learning Workshop at Neural Information Processing Systems (2020) 

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Offline Learning from Demonstrations and Unlabeled Experience


Nov 27, 2020
Konrad Zolna, Alexander Novikov, Ksenia Konyushkova, Caglar Gulcehre, Ziyu Wang, Yusuf Aytar, Misha Denil, Nando de Freitas, Scott Reed

* Accepted to Offline Reinforcement Learning Workshop at Neural Information Processing Systems (2020) 

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A Framework for Data-Driven Robotics


Sep 26, 2019
Serkan Cabi, Sergio Gómez Colmenarejo, Alexander Novikov, Ksenia Konyushkova, Scott Reed, Rae Jeong, Konrad Żołna, Yusuf Aytar, David Budden, Mel Vecerik, Oleg Sushkov, David Barker, Jonathan Scholz, Misha Denil, Nando de Freitas, Ziyu Wang


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Discovering General-Purpose Active Learning Strategies


Oct 09, 2018
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua


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Learning Intelligent Dialogs for Bounding Box Annotation


Mar 28, 2018
Ksenia Konyushkova, Jasper Uijlings, Christoph Lampert, Vittorio Ferrari


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Geometry in Active Learning for Binary and Multi-class Image Segmentation


Jan 16, 2018
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

* Extension of our previous paper arXiv:1508.04955 

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Learning Active Learning from Data


Jul 14, 2017
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua


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God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings


Feb 08, 2016
Ksenia Konyushkova, Nikolaos Arvanitopoulos, Zhargalma Dandarova Robert, Pierre-Yves Brandt, Sabine Süsstrunk


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Introducing Geometry in Active Learning for Image Segmentation


Aug 20, 2015
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua


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