Ksenia Konyushkova
Ksenia Konyushkova
Research Scientist, DeepMind
Verified email at - Homepage
Cited by
Cited by
Learning active learning from data
K Konyushkova, R Sznitman, P Fua
Advances in neural information processing systems 30, 2017
Scaling data-driven robotics with reward sketching and batch reinforcement learning
S Cabi, SG Colmenarejo, A Novikov, K Konyushkova, S Reed, R Jeong, ...
arXiv preprint arXiv:1909.12200, 2019
Reinforced Self-Training (ReST) for Language Modeling
C Gulcehre, TL Paine, S Srinivasan, K Konyushkova, L Weerts, A Sharma, ...
arXiv preprint arXiv:2308.08998, 2023
Directing exploratory search with interactive intent modeling
T Ruotsalo, J Peltonen, M Eugster, D Głowacka, K Konyushkova, ...
Proceedings of the 22nd ACM international conference on Information …, 2013
Introducing Geometry in Active Learning for Image Segmentation
K Konyushkova, R Sznitman, P Fua
Proceedings of the IEEE International Conference on Computer Vision, 2974-2982, 2015
Offline Learning from Demonstrations and Unlabeled Experience
K Zolna, A Novikov, K Konyushkova, C Gulcehre, Z Wang, Y Aytar, ...
arXiv preprint arXiv:2011.13885, 2020
Learning intelligent dialogs for bounding box annotation
K Konyushkova, J Uijlings, CH Lampert, V Ferrari
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
Supporting exploratory search tasks with interactive user modeling
T Ruotsalo, K Athukorala, D Głowacka, K Konyushkova, A Oulasvirta, ...
Proceedings of the 76th ASIS&T Annual Meeting: Beyond the Cloud: Rethinking …, 2013
Retrieval-Augmented Reinforcement Learning
A Goyal, AL Friesen, T Weber, A Banino, NR Ke, AP Badia, ...
Vision-language models as success detectors
Y Du, K Konyushkova, M Denil, A Raju, J Landon, F Hill, N de Freitas, ...
arXiv preprint arXiv:2303.07280, 2023
Semi-supervised reward learning for offline reinforcement learning
K Konyushkova, K Zolna, Y Aytar, A Novikov, S Reed, S Cabi, ...
arXiv preprint arXiv:2012.06899, 2020
Discovering General-Purpose Active Learning Strategies
K Konyushkova, R Sznitman, P Fua
arXiv preprint arXiv:1810.04114, 2018
Geometry in active learning for binary and multi-class image segmentation
K Konyushkova, R Sznitman, P Fua
Computer Vision and Image Understanding, 2019
Active offline policy selection
K Konyushova, Y Chen, T Paine, C Gulcehre, C Paduraru, DJ Mankowitz, ...
Advances in Neural Information Processing Systems 34, 2021
Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps
K Konyushkova, D Glowacka
21st European Symposium on Artificial Neural Networks, ESANN 2013, Bruges …, 2013
God (s) Know (s): Developmental and Cross-Cultural Patterns in Children Drawings
K Konyushkova, N Arvanitopoulos, ZD Robert, PY Brandt, S Süsstrunk
arXiv preprint arXiv:1511.03466, 2015
Scinet: A system for browsing scientific literature through keyword manipulation
D Głowacka, T Ruotsalo, K Konyushkova, K Athukorala, S Kaski, ...
Proceedings of the companion publication of the 2013 international …, 2013
Interactive visualization of search intent for exploratory information retrieval
A Kangasrääsiö, D Głowacka, T Ruotsalo, J Peltonen, MJA Eugster, ...
ICML 2014 workshop “Crowdsourcing and Human Computing, 2014
Data-driven robot control
S Cabi, Z Wang, A Novikov, K Konyushkova, SG Colmenarejo, SE Reed, ...
US Patent App. 17/020,294, 2021
Imse: Instant interactive image retrieval system with exploration/exploitation trade-off
K Konyushkova
Helsingfors universitet, 2013
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