Ksenia Konyushkova

According to our database, Ksenia Konyushkova authored at least 24 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Reinforced Self-Training (ReST) for Language Modeling.

Çaglar Gülçehre, Tom Le Paine, Srivatsan Srinivasan, Ksenia Konyushkova, Lotte Weerts, Abhishek Sharma, Aditya Siddhant, Alex Ahern, Miaosen Wang, Chenjie Gu, Wolfgang Macherey, Arnaud Doucet, Orhan Firat, Nando de Freitas

CoRR, 2023

π2vec: Policy Representations with Successor Features.

Gianluca Scarpellini, Ksenia Konyushkova, Claudio Fantacci, Tom Le Paine, Yutian Chen, Misha Denil

CoRR, 2023

Vision-Language Models as Success Detectors.

Yuqing Du, Ksenia Konyushkova, Misha Denil, Akhil Raju, Jessica Landon, Felix Hill, Nando de Freitas, Serkan Cabi

Proceedings of the Conference on Lifelong Learning Agents, 2023

2022

Retrieval-Augmented Reinforcement Learning.

Anirudh Goyal, Abram L. Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adrià Puigdomènech Badia, Arthur Guez, Mehdi Mirza, Ksenia Konyushkova, Michal Valko, Simon Osindero, Timothy P. Lillicrap, Nicolas Heess, Charles Blundell

CoRR, 2022

Retrieval-Augmented Reinforcement Learning.

Anirudh Goyal, Abram L. Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adrià Puigdomènech Badia, Arthur Guez, Mehdi Mirza, Peter C. Humphreys, Ksenia Konyushkova, Michal Valko, Simon Osindero, Timothy P. Lillicrap, Nicolas Heess, Charles Blundell

Proceedings of the International Conference on Machine Learning, 2022

2021

Active Offline Policy Selection.

Ksenia Konyushkova, Yutian Chen, Thomas Paine, Çaglar Gülçehre, Cosmin Paduraru, Daniel J. Mankowitz, Misha Denil, Nando de Freitas

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Semi-supervised reward learning for offline reinforcement learning.

Ksenia Konyushkova, Konrad Zolna, Yusuf Aytar, Alexander Novikov, Scott E. Reed, Serkan Cabi, Nando de Freitas

CoRR, 2020

Offline Learning from Demonstrations and Unlabeled Experience.

Konrad Zolna, Alexander Novikov, Ksenia Konyushkova, Çaglar Gülçehre, Ziyu Wang, Yusuf Aytar, Misha Denil, Nando de Freitas, Scott E. Reed

CoRR, 2020

Scaling data-driven robotics with reward sketching and batch reinforcement learning.

Serkan Cabi, Sergio Gómez Colmenarejo, Alexander Novikov, Ksenia Konyushkova, Scott E. Reed, Rae Jeong, Konrad Zolna, Yusuf Aytar, David Budden, Mel Vecerík, Oleg Sushkov, David Barker, Jonathan Scholz, Misha Denil, Nando de Freitas, Ziyu Wang

Proceedings of the Robotics: Science and Systems XVI, 2020

2019

Learning to Reduce Annotation Load.

Ksenia Konyushkova

PhD thesis, 2019

Geometry in active learning for binary and multi-class image segmentation.

Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

Comput. Vis. Image Underst., 2019

A Framework for Data-Driven Robotics.

Serkan Cabi, Sergio Gómez Colmenarejo, Alexander Novikov, Ksenia Konyushkova, Scott E. Reed, Rae Jeong, Konrad Zolna, Yusuf Aytar, David Budden, Mel Vecerík, Oleg Sushkov, David Barker, Jonathan Scholz, Misha Denil, Nando de Freitas, Ziyu Wang

CoRR, 2019

2018

Discovering General-Purpose Active Learning Strategies.

Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

CoRR, 2018

Learning Intelligent Dialogs for Bounding Box Annotation.

Ksenia Konyushkova, Jasper R. R. Uijlings, Christoph H. Lampert, Vittorio Ferrari

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Learning Active Learning from Real and Synthetic Data.

Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

CoRR, 2017

Learning Active Learning from Data.

Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2015

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

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

CoRR, 2015

Introducing Geometry in Active Learning for Image Segmentation.

Ksenia Konyushkova, Raphael Sznitman, Pascal Fua

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

ImSe: Exploratory Time-Efficient Image Retrieval System.

Ksenia Konyushkova, Dorota Glowacka

Proceedings of the Information Retrieval, 2014

2013

SciNet: a system for browsing scientific literature through keyword manipulation.

Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Directing exploratory search: reinforcement learning from user interactions with keywords.

Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps.

Ksenia Konyushkova, Dorota Glowacka

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Directing exploratory search with interactive intent modeling.

Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Ksenia Konyushkova, Kumaripaba Athukorala, Ilkka Kosunen, Aki Reijonen, Petri Myllymäki, Giulio Jacucci, Samuel Kaski

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Supporting exploratory search tasks with interactive user modeling.

Tuukka Ruotsalo, Kumaripaba Athukorala, Dorota Glowacka, Ksenia Konyushkova, Antti Oulasvirta, Samuli Kaipiainen, Samuel Kaski, Giulio Jacucci

Proceedings of the Beyond the Cloud: Rethinking Information Boundaries, 2013