Iryna Korshunova

According to our database, Iryna Korshunova authored at least 9 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Schrodinger Bridge Flow for Unpaired Data Translation.

Valentin De Bortoli, Iryna Korshunova, Andriy Mnih, Arnaud Doucet

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

A Closer Look at the Adversarial Robustness of Information Bottleneck Models.

Iryna Korshunova, David Stutz, Alexander A. Alemi, Olivia Wiles, Sven Gowal

CoRR, 2021

2019

Discriminative Topic Modeling with Logistic LDA.

Iryna Korshunova, Hanchen Xiong, Mateusz Fedoryszak, Lucas Theis

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Conditional BRUNO: a neural process for exchangeable labelled data.

Iryna Korshunova, Yarin Gal, Arthur Gretton, Joni Dambre

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

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

Faster gaze prediction with dense networks and Fisher pruning.

Lucas Theis, Iryna Korshunova, Alykhan Tejani, Ferenc Huszár

CoRR, 2018

BRUNO: A Deep Recurrent Model for Exchangeable Data.

Iryna Korshunova, Jonas Degrave, Ferenc Huszar, Yarin Gal, Arthur Gretton, Joni Dambre

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Fast Face-Swap Using Convolutional Neural Networks.

Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Music transcription modelling and composition using deep learning.

Bob L. T. Sturm, João Felipe Santos, Oded Ben-Tal, Iryna Korshunova

CoRR, 2016