Geometry in active learning for binary and multi-class image segmentation
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Published in Computer vision and image understanding (01.05.2019)
Published in Computer vision and image understanding (01.05.2019)
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Journal Article
Introducing Geometry in Active Learning for Image Segmentation
Konyushkova, Ksenia, Sznitman, Raphael, Fua, Pascal
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
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Learning Intelligent Dialogs for Bounding Box Annotation
Uijlings, Jasper, Konyushkova, Ksenia, Lampert, Christoph H., Ferrari, Vittorio
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
데이터 기반 로봇 제어
JEONG RAE CHAN, GOMES DE FREITAS JOAO FERDINANDO, CABI SERKAN, DENIL MISHA MAN RAY, SUSHKOV OLEG O, VECERIK MEL, BUDDEN DAVID, KONYUSHKOVA KSENIA, COLMENAREJO SERGIO GOMEZ, NOVIKOV ALEXANDER, SCHOLZ JONATHAN KARL, WANG ZIYU, BARKER DAVID, REED SCOTT ELLISON, AYTAR YUSUF
Year of Publication 02.05.2022
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Year of Publication 02.05.2022
Patent
pi2\text{vec}$: Policy Representations with Successor Features
Scarpellini, Gianluca, Konyushkova, Ksenia, Fantacci, Claudio, Paine, Tom Le, Chen, Yutian, Denil, Misha
Year of Publication 16.06.2023
Year of Publication 16.06.2023
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Journal Article
Geometry in Active Learning for Binary and Multi-class Image Segmentation
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Vision-Language Models as Success Detectors
Du, Yuqing, Konyushkova, Ksenia, Denil, Misha, Raju, Akhil, Landon, Jessica, Hill, Felix, Nando de Freitas, Cabi, Serkan
Published in arXiv.org (13.03.2023)
Published in arXiv.org (13.03.2023)
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Paper
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Reinforced Self-Training (ReST) for Language Modeling
Gulcehre, Caglar, Tom Le Paine, Srinivasan, Srivatsan, Konyushkova, Ksenia, Weerts, Lotte, Sharma, Abhishek, Siddhant, Aditya, Ahern, Alex, Wang, Miaosen, Gu, Chenjie, Macherey, Wolfgang, Doucet, Arnaud, Firat, Orhan, Nando de Freitas
Published in arXiv.org (21.08.2023)
Published in arXiv.org (21.08.2023)
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Paper
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Learning Intelligent Dialogs for Bounding Box Annotation
Konyushkova, Ksenia, Uijlings, Jasper, Lampert, Christoph, Ferrari, Vittorio
Published in arXiv.org (20.11.2018)
Published in arXiv.org (20.11.2018)
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Paper
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Active Offline Policy Selection
Konyushkova, Ksenia, Chen, Yutian, Tom Le Paine, Gulcehre, Caglar, Paduraru, Cosmin, Mankowitz, Daniel J, Denil, Misha, Nando de Freitas
Published in arXiv.org (06.05.2022)
Published in arXiv.org (06.05.2022)
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CONTROLLING AGENTS USING LANGUAGE-BASED SUCCESS DETECTORS
GOMES DE FREITAS, Joao Ferdinando, CABI, Serkan, DU, Yu Qing, KONYUSHKOVA, Ksenia
Year of Publication 11.07.2024
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Year of Publication 11.07.2024
Patent
Semi-supervised reward learning for offline reinforcement learning
Konyushkova, Ksenia, Zolna, Konrad, Aytar, Yusuf, Novikov, Alexander, Reed, Scott, Cabi, Serkan, Nando de Freitas
Published in arXiv.org (12.12.2020)
Published in arXiv.org (12.12.2020)
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Retrieval-Augmented Reinforcement Learning
Goyal, Anirudh, Friesen, Abram L, Banino, Andrea, Weber, Theophane, Ke, Nan Rosemary, Badia, Adria Puigdomenech, Guez, Arthur, Mirza, Mehdi, Humphreys, Peter C, Konyushkova, Ksenia, Sifre, Laurent, Valko, Michal, Osindero, Simon, Lillicrap, Timothy, Heess, Nicolas, Blundell, Charles
Published in arXiv.org (24.05.2022)
Published in arXiv.org (24.05.2022)
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Paper
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Offline Learning from Demonstrations and Unlabeled Experience
Zolna, Konrad, Novikov, Alexander, Konyushkova, Ksenia, Gulcehre, Caglar, Wang, Ziyu, Aytar, Yusuf, Denil, Misha, Nando de Freitas, Reed, Scott
Published in arXiv.org (27.11.2020)
Published in arXiv.org (27.11.2020)
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Supporting exploratory search tasks with interactive user modeling
Ruotsalo, Tuukka, Athukorala, Kumaripaba, Głowacka, Dorota, Konyushkova, Ksenia, Oulasvirta, Antti, Kaipiainen, Samuli, Kaski, Samuel, Jacucci, Giulio
Published in American Society for Information Science and Technology. Meeting. Proceedings of the ... ASIST Annual Meeting (2013)
Published in American Society for Information Science and Technology. Meeting. Proceedings of the ... ASIST Annual Meeting (2013)
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