Research Explorer

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Researcher

Iryna Korshunova

Awards & Distinctions

11 Results

2020

BRUNO : exchangeable deep learning models of predictive distributions

Iryna KorshunovaJoni DambreA. Gretton

Conditional BRUNO : a neural process for exchangeable labelled data

Iryna KorshunovaYarin GalArthur GrettonJoni Dambre

A1 Journal Article in NEUROCOMPUTING

2019

Conditional BRUNO : a neural process for exchangeable labelled data

Iryna KorshunovaYarin GalArthur GrettonJoni Dambre

Discriminative topic modeling with logistic LDA

Iryna KorshunovaHanchen XiongMateusz FedoryszakLucas Theis

2018

BRUNO : a deep recurrent model for exchangeable data

Iryna KorshunovaJonas DegraveFerenc HuszarYarin GalArthur GrettonJoni Dambre

Towards improved design and evaluation of epileptic seizure predictors

Iryna KorshunovaPieter-Jan KindermansJonas DegraveThibault VerhoevenBenjamin BrinkmannJoni Dambre

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

2017

Fast face-swap using convolutional neural networks

Iryna KorshunovaWenzhe ShiJoni DambreLucas Theis

2016

Crowdsourcing reproducible seizure forecasting in human and canine epilepsy

Benjamin H. BrinkmannJoost WagenaarDrew AbbotPhillip AdkinsSimone C BosshardMin ChenQuang M TiengJialune HeFJ Muñoz-AlmarazPaloma Botella-Rocamora et al.

A1 Journal Article in BRAIN

Music Transcription Modelling and Composition Using Deep Learning

Bob SturmJoão Felipe SantosOded Ben-TalIryna Korshunova

Using deep learning to estimate systolic and diastolic volumes from MRI-images

Jonas DegraveJeroen BurmsIryna KorshunovaJoni Dambre

2015

Folk music style modelling by recurrent neural networks with long short term memory units

Bob SturmJoão Felipe SantosIryna Korshunova