Supporting exploratory search tasks with interactive user modeling. - Tuukka Ruotsalo; Kumaripaba Athukorala; Dorota Glowacka; Ksenia Konyushkova; Antti Oulasvirta; Samuli Kaipiainen; Samuel Kaski; Giulio Jacucci (ASIST, 2013)

Directing exploratory search with interactive intent modeling. - Tuukka Ruotsalo; Jaakko Peltonen; Manuel J. A. Eugster; Dorota Glowacka; Ksenia Konyushkova; Kumaripaba Athukorala; Ilkka Kosunen; Aki Reijonen; Petri Myllymäki; Giulio Jacucci; Samuel Kaski (CIKM, 2013)

Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps. - Ksenia Konyushkova; Dorota Glowacka (ESANN, 2013)

Directing exploratory search: reinforcement learning from user interactions with keywords. - Dorota Glowacka; Tuukka Ruotsalo; Ksenia Konyushkova; Kumaripaba Athukorala; Samuel Kaski; Giulio Jacucci (IUI, 2013)

SciNet: a system for browsing scientific literature through keyword manipulation. - Dorota Glowacka; Tuukka Ruotsalo; Ksenia Konyushkova; Kumaripaba Athukorala; Samuel Kaski; Giulio Jacucci (IUI Companion, 2013)

ImSe: Exploratory Time-Efficient Image Retrieval System. - Ksenia Konyushkova; Dorota Glowacka (RuSSIR, 2014)

Introducing Geometry in Active Learning for Image Segmentation. - Ksenia Konyushkova; Raphael Sznitman; Pascal Fua (ICCV, 2015)

God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings. - Ksenia Konyushkova; Nikolaos Arvanitopoulos; Zhargalma Dandarova Robert; Pierre-Yves Brandt; Sabine Süsstrunk (CoRR, 2015)

Learning Active Learning from Data. - Ksenia Konyushkova; Raphael Sznitman; Pascal Fua (NIPS, 2017)

Learning Active Learning from Real and Synthetic Data. - Ksenia Konyushkova; Raphael Sznitman; Pascal Fua (CoRR, 2017)

Learning Intelligent Dialogs for Bounding Box Annotation. - Ksenia Konyushkova; Jasper R. R. Uijlings; Christoph H. Lampert; Vittorio Ferrari (CVPR, 2018)

Discovering General-Purpose Active Learning Strategies. - Ksenia Konyushkova; Raphael Sznitman; Pascal Fua (CoRR, 2018)

A Framework for Data-Driven Robotics. - Serkan Cabi; Sergio Gómez Colmenarejo; Alexander Novikov 001; Ksenia Konyushkova; Scott E. Reed; Rae Jeong; Konrad Zolna; Yusuf Aytar; David Budden; Mel Vecerík; Oleg Sushkov; David Barker; et al. (CoRR, 2019)

Geometry in active learning for binary and multi-class image segmentation. - Ksenia Konyushkova; Raphael Sznitman; Pascal Fua (Comput. Vis. Image Underst., 2019)

Learning to Reduce Annotation Load. - Ksenia Konyushkova (2019)

Scaling data-driven robotics with reward sketching and batch reinforcement learning. - Serkan Cabi; Sergio Gómez Colmenarejo; Alexander Novikov 001; Ksenia Konyushkova; Scott E. Reed; Rae Jeong; Konrad Zolna; Yusuf Aytar; David Budden; Mel Vecerík; Oleg Sushkov; David Barker; et al. (Robotics: Science and Systems, 2020)

Offline Learning from Demonstrations and Unlabeled Experience. - Konrad Zolna; Alexander Novikov 001; Ksenia Konyushkova; Çaglar Gülçehre; Ziyu Wang 001; Yusuf Aytar; Misha Denil; Nando de Freitas; Scott E. Reed (CoRR, 2020)

Semi-supervised reward learning for offline reinforcement learning. - Ksenia Konyushkova; Konrad Zolna; Yusuf Aytar; Alexander Novikov 001; Scott E. Reed; Serkan Cabi; Nando de Freitas (CoRR, 2020)

Active Offline Policy Selection. - Ksenia Konyushkova; Yutian Chen 001; Thomas Paine; Çaglar Gülçehre; Cosmin Paduraru; Daniel J. Mankowitz; Misha Denil; Nando de Freitas (NeurIPS, 2021)

Retrieval-Augmented Reinforcement Learning. - 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; et al. (ICML, 2022)

Retrieval-Augmented Reinforcement Learning. - 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; et al. (CoRR, 2022)

Vision-Language Models as Success Detectors. - Yuqing Du; Ksenia Konyushkova; Misha Denil; Akhil Raju; Jessica Landon; Felix Hill; Nando de Freitas; Serkan Cabi (CoLLAs, 2023)

π2vec: Policy Representations with Successor Features. - Gianluca Scarpellini; Ksenia Konyushkova; Claudio Fantacci; Tom Le Paine; Yutian Chen 001; Misha Denil (CoRR, 2023)

Reinforced Self-Training (ReST) for Language Modeling. - Çaglar Gülçehre; Tom Le Paine; Srivatsan Srinivasan; Ksenia Konyushkova; Lotte Weerts; Abhishek Sharma 015; Aditya Siddhant; Alex Ahern; Miaosen Wang; Chenjie Gu; Wolfgang Macherey; Arnaud Doucet; et al. (CoRR, 2023)

π2vec: Policy Representation with Successor Features. - Gianluca Scarpellini; Ksenia Konyushkova; Claudio Fantacci; Thomas Paine; Yutian Chen 001; Misha Denil (ICLR, 2024)

Imagen 3. - Jason Baldridge; Jakob Bauer; Mukul Bhutani; Nicole Brichtova; Andrew Bunner; Kelvin Chan; Yichang Chen; Sander Dieleman; Yuqing Du; Zach Eaton-Rosen; Hongliang Fei; Nando de Freitas; et al. (CoRR, 2024)

Vision-Language Model Dialog Games for Self-Improvement. - Ksenia Konyushkova; Christos Kaplanis; Serkan Cabi; Misha Denil (CoRR, 2025)