Music transcription modelling and composition using deep learning. - Bob L. Sturm; João Felipe Santos; Oded Ben-Tal; Iryna Korshunova (CoRR, 2016)

Fast Face-Swap Using Convolutional Neural Networks. - Iryna Korshunova; Wenzhe Shi; Joni Dambre; Lucas Theis (ICCV, 2017)

BRUNO: A Deep Recurrent Model for Exchangeable Data. - Iryna Korshunova; Jonas Degrave; Ferenc Huszar; Yarin Gal; Arthur Gretton; Joni Dambre (NeurIPS, 2018)

Faster gaze prediction with dense networks and Fisher pruning. - Lucas Theis; Iryna Korshunova; Alykhan Tejani; Ferenc Huszár (CoRR, 2018)

Towards Improved Design and Evaluation of Epileptic Seizure Predictors. - Iryna Korshunova; Pieter-Jan Kindermans; Jonas Degrave; Thibault Verhoeven; Benjamin H. Brinkmann; Joni Dambre (IEEE Trans. Biomed. Eng., 2018)

Discriminative Topic Modeling with Logistic LDA. - Iryna Korshunova; Hanchen Xiong; Mateusz Fedoryszak; Lucas Theis (NeurIPS, 2019)

Conditional BRUNO: A neural process for exchangeable labelled data. - Iryna Korshunova; Yarin Gal; Arthur Gretton; Joni Dambre (Neurocomputing, 2020)

A Closer Look at the Adversarial Robustness of Information Bottleneck Models. - Iryna Korshunova; David Stutz; Alexander A. Alemi; Olivia Wiles; Sven Gowal (CoRR, 2021)

Schrodinger Bridge Flow for Unpaired Data Translation. - Valentin De Bortoli; Iryna Korshunova; Andriy Mnih; Arnaud Doucet (NeurIPS, 2024)