Ksenia Konyushkova

31 papers A* 5A 2B 1Journal 16Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Vision-Language Model Dialog Games for Self-Improvement. CoRR Ksenia Konyushkova, Christos Kaplanis, Serkan Cabi, Misha Denil
2024	A*	`conf`	π2vec: Policy Representation with Successor Features. ICLR Gianluca Scarpellini, Ksenia Konyushkova, Claudio Fantacci, Thomas Paine, Yutian Chen, Misha Denil
2023	J	`jnl`	Reinforced Self-Training (ReST) for Language Modeling. CoRR 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
2023	—	`conf`	Vision-Language Models as Success Detectors. CoLLAs Yuqing Du, Ksenia Konyushkova, Misha Denil, Akhil Raju, Jessica Landon, Felix Hill, Nando de Freitas, Serkan Cabi
2023	J	`jnl`	Vision-Language Models as Success Detectors. CoRR Yuqing Du, Ksenia Konyushkova, Misha Denil, Akhil Raju, Jessica Landon, Felix Hill, Nando de Freitas, Serkan Cabi
2023	J	`jnl`	π2vec: Policy Representations with Successor Features. CoRR Gianluca Scarpellini, Ksenia Konyushkova, Claudio Fantacci, Tom Le Paine, Yutian Chen, Misha Denil
2022	A*	`conf`	Retrieval-Augmented Reinforcement Learning. ICML Anirudh Goyal, Abram L. Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adrià Puigdomènech Badia, Arthur Guez, Mehdi Mirza, Peter Conway Humphreys, Ksenia Konyushkova, Michal Valko, Simon Osindero, Timothy P. Lillicrap, Nicolas Heess, Charles Blundell
2022	J	`jnl`	Retrieval-Augmented Reinforcement Learning. CoRR 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
2021	A*	`conf`	Active Offline Policy Selection. NeurIPS Ksenia Konyushkova, Yutian Chen, Thomas Paine, Çaglar Gülçehre, Cosmin Paduraru, Daniel J. Mankowitz, Misha Denil, Nando de Freitas
2021	J	`jnl`	Active Offline Policy Selection. CoRR Ksenia Konyushkova, Yutian Chen, Thomas Paine, Çaglar Gülçehre, Cosmin Paduraru, Daniel J. Mankowitz, Misha Denil, Nando de Freitas
2020	J	`jnl`	Offline Learning from Demonstrations and Unlabeled Experience. CoRR Konrad Zolna, Alexander Novikov, Ksenia Konyushkova, Çaglar Gülçehre, Ziyu Wang, Yusuf Aytar, Misha Denil, Nando de Freitas, Scott E. Reed
2020	—	`conf`	Scaling data-driven robotics with reward sketching and batch reinforcement learning. Robotics: Science and Systems 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
2020	J	`jnl`	Semi-supervised reward learning for offline reinforcement learning. CoRR Ksenia Konyushkova, Konrad Zolna, Yusuf Aytar, Alexander Novikov, Scott E. Reed, Serkan Cabi, Nando de Freitas
2019	J	`jnl`	A Framework for Data-Driven Robotics. CoRR 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
2019	J	`jnl`	Geometry in active learning for binary and multi-class image segmentation. Comput. Vis. Image Underst. Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2019	—	`—`	Learning to Reduce Annotation Load. Ksenia Konyushkova
2018	J	`jnl`	Discovering General-Purpose Active Learning Strategies. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2018	A*	`conf`	Learning Intelligent Dialogs for Bounding Box Annotation. CVPR Ksenia Konyushkova, Jasper R. R. Uijlings, Christoph H. Lampert, Vittorio Ferrari
2017	—	`conf`	Learning Active Learning from Data. NIPS Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2017	J	`jnl`	Learning Active Learning from Real and Synthetic Data. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2017	J	`jnl`	Learning Intelligent Dialogs for Bounding Box Annotation. CoRR Ksenia Konyushkova, Jasper R. R. Uijlings, Christoph H. Lampert, Vittorio Ferrari
2016	J	`jnl`	Geometry in Active Learning for Binary and Multi-class Image Segmentation. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2015	J	`jnl`	God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings. CoRR Ksenia Konyushkova, Nikolaos Arvanitopoulos, Zhargalma Dandarova Robert, Pierre-Yves Brandt, Sabine Süsstrunk
2015	A*	`conf`	Introducing Geometry in Active Learning for Image Segmentation. ICCV Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2015	J	`jnl`	Introducing Geometry in Active Learning for Image Segmentation. CoRR Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
2014	—	`conf`	ImSe: Exploratory Time-Efficient Image Retrieval System. RuSSIR Ksenia Konyushkova, Dorota Glowacka
2013	B	`conf`	Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps. ESANN Ksenia Konyushkova, Dorota Glowacka
2013	A	`conf`	Directing exploratory search with interactive intent modeling. CIKM Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Ksenia Konyushkova, Kumaripaba Athukorala, Ilkka Kosunen, Aki Reijonen, Petri Myllymäki, Giulio Jacucci, Samuel Kaski
2013	A	`conf`	Directing exploratory search: reinforcement learning from user interactions with keywords. IUI Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci
2013	—	`conf`	SciNet: a system for browsing scientific literature through keyword manipulation. IUI Companion Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci
2013	—	`conf`	Supporting exploratory search tasks with interactive user modeling. ASIST Tuukka Ruotsalo, Kumaripaba Athukorala, Dorota Glowacka, Ksenia Konyushkova, Antti Oulasvirta, Samuli Kaipiainen, Samuel Kaski, Giulio Jacucci