Learning active learning from data K Konyushkova, R Sznitman, P Fua
Advances in neural information processing systems 30, 2017
384 2017 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
218 2023 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
179 * 2019 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
93 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
83 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
74 2020 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
72 2023 Retrieval-Augmented Reinforcement Learning A Goyal, AL Friesen, T Weber, A Banino, NR Ke, AP Badia, ...
54 2021 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
54 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
48 2013 Discovering General-Purpose Active Learning Strategies K Konyushkova, R Sznitman, P Fua
arXiv preprint arXiv:1810.04114, 2018
39 2018 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
37 2020 Geometry in active learning for binary and multi-class image segmentation K Konyushkova, R Sznitman, P Fua
Computer Vision and Image Understanding, 2019
29 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
27 2021 Imagen 3 J Baldridge, J Bauer, M Bhutani, N Brichtova, A Bunner, K Chan, Y Chen, ...
arXiv preprint arXiv:2408.07009, 2024
17 2024 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
14 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
12 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
5 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
3 2014 G Scarpellini, K Konyushkova, C Fantacci, T Paine, Y Chen, M Denil
The Twelfth International Conference on Learning Representations, 2023
1 2023 