Ksenia Konyushkova

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 23

Top Topics

Active Learning

Language Modeling

Eligibility Traces

Selective Sampling

Top Venues

Publications

Gianluca Scarpellini, Ksenia Konyushkova, Claudio Fantacci, Thomas Paine, Yutian Chen, Misha Denil
π2vec: Policy Representation with Successor Features. ICLR (2024)
Gianluca Scarpellini, Ksenia Konyushkova, Claudio Fantacci, Tom Le Paine, Yutian Chen, Misha Denil
π2vec: Policy Representations with Successor Features. CoRR (2023)
Yuqing Du, Ksenia Konyushkova, Misha Denil, Akhil Raju, Jessica Landon, Felix Hill, Nando de Freitas, Serkan Cabi
Vision-Language Models as Success Detectors. CoLLAs (2023)
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
Reinforced Self-Training (ReST) for Language Modeling. CoRR (2023)
Yuqing Du, Ksenia Konyushkova, Misha Denil, Akhil Raju, Jessica Landon, Felix Hill, Nando de Freitas, Serkan Cabi
Vision-Language Models as Success Detectors. CoRR (2023)
Anirudh Goyal, Abram L. Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adrià Puigdomènech Badia, Arthur Guez, Mehdi Mirza, Peter C. Humphreys, Ksenia Konyushkova, Michal Valko, Simon Osindero, Timothy P. Lillicrap, Nicolas Heess, Charles Blundell
Retrieval-Augmented Reinforcement Learning. ICML (2022)
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
Retrieval-Augmented Reinforcement Learning. CoRR (2022)
Ksenia Konyushkova, Yutian Chen, Thomas Paine, Çaglar Gülçehre, Cosmin Paduraru, Daniel J. Mankowitz, Misha Denil, Nando de Freitas
Active Offline Policy Selection. NeurIPS (2021)
Ksenia Konyushkova, Yutian Chen, Thomas Paine, Çaglar Gülçehre, Cosmin Paduraru, Daniel J. Mankowitz, Misha Denil, Nando de Freitas
Active Offline Policy Selection. CoRR (2021)
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
Scaling data-driven robotics with reward sketching and batch reinforcement learning. Robotics: Science and Systems (2020)
Konrad Zolna, Alexander Novikov, Ksenia Konyushkova, Çaglar Gülçehre, Ziyu Wang, Yusuf Aytar, Misha Denil, Nando de Freitas, Scott E. Reed
Offline Learning from Demonstrations and Unlabeled Experience. CoRR (2020)
Ksenia Konyushkova, Konrad Zolna, Yusuf Aytar, Alexander Novikov, Scott E. Reed, Serkan Cabi, Nando de Freitas
Semi-supervised reward learning for offline reinforcement learning. CoRR (2020)
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
A Framework for Data-Driven Robotics. CoRR (2019)
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
Geometry in active learning for binary and multi-class image segmentation. Comput. Vis. Image Underst. 182 (2019)
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
Discovering General-Purpose Active Learning Strategies. CoRR (2018)
Ksenia Konyushkova, Jasper R. R. Uijlings, Christoph H. Lampert, Vittorio Ferrari
Learning Intelligent Dialogs for Bounding Box Annotation. CVPR (2018)
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
Learning Active Learning from Real and Synthetic Data. CoRR (2017)
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
Learning Active Learning from Data. NIPS (2017)
Ksenia Konyushkova, Jasper R. R. Uijlings, Christoph H. Lampert, Vittorio Ferrari
Learning Intelligent Dialogs for Bounding Box Annotation. CoRR (2017)
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
Geometry in Active Learning for Binary and Multi-class Image Segmentation. CoRR (2016)
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
Introducing Geometry in Active Learning for Image Segmentation. ICCV (2015)
Ksenia Konyushkova, Raphael Sznitman, Pascal Fua
Introducing Geometry in Active Learning for Image Segmentation. CoRR (2015)
Ksenia Konyushkova, Nikolaos Arvanitopoulos, Zhargalma Dandarova Robert, Pierre-Yves Brandt, Sabine Süsstrunk
God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings. CoRR (2015)
Ksenia Konyushkova, Dorota Glowacka
ImSe: Exploratory Time-Efficient Image Retrieval System. RuSSIR (2014)
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Glowacka, Ksenia Konyushkova, Kumaripaba Athukorala, Ilkka Kosunen, Aki Reijonen, Petri Myllymäki, Giulio Jacucci, Samuel Kaski
Directing exploratory search with interactive intent modeling. CIKM (2013)
Tuukka Ruotsalo, Kumaripaba Athukorala, Dorota Glowacka, Ksenia Konyushkova, Antti Oulasvirta, Samuli Kaipiainen, Samuel Kaski, Giulio Jacucci
Supporting exploratory search tasks with interactive user modeling. ASIST (2013)
Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci
Directing exploratory search: reinforcement learning from user interactions with keywords. IUI (2013)
Dorota Glowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, Giulio Jacucci
SciNet: a system for browsing scientific literature through keyword manipulation. IUI Companion (2013)
Ksenia Konyushkova, Dorota Glowacka
Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps. ESANN (2013)