Ksenia Konyushkova
Ksenia Konyushkova
Research Scientist, DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Learning active learning from data
K Konyushkova, R Sznitman, P Fua
Advances in Neural Information Processing Systems, 4225-4235, 2017
1142017
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
832013
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
392015
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
392013
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
232018
Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps.
K Konyushkova, D Glowacka
ESANN, 2013
112013
A Framework for Data-Driven Robotics
S Cabi, SG Colmenarejo, A Novikov, K Konyushkova, S Reed, R Jeong, ...
arXiv preprint arXiv:1909.12200, 2019
52019
Geometry in active learning for binary and multi-class image segmentation
K Konyushkova, R Sznitman, P Fua
Computer Vision and Image Understanding, 2019
52019
Discovering General-Purpose Active Learning Strategies
K Konyushkova, R Sznitman, P Fua
arXiv preprint arXiv:1810.04114, 2018
52018
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
52015
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
32013
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
22019
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
22014
Imse: Instant interactive image retrieval system with exploration/exploitation trade-off
K Konyushkova
Helsingfors universitet, 2013
12013
Learning to Reduce Annotation Load
K Konyushkova
EPFL, 2019
2019
ImSe: Exploratory Time-Efficient Image Retrieval System
K Konyushkova, D Głowacka
Russian Summer School in Information Retrieval, 307-319, 2014
2014
Bayesian Optimization in Interactive Scientific Search
K Konyushkova, K Athukorala, I Kosunen, A Reijonen, P Myllymäki, ...
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Articles 1–17