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A Closer Look at the Adversarial Robustness of Information Bottleneck Models


Jul 12, 2021
Iryna Korshunova, David Stutz, Alexander A. Alemi, Olivia Wiles, Sven Gowal

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Discriminative Topic Modeling with Logistic LDA


Sep 03, 2019
Iryna Korshunova, Hanchen Xiong, Mateusz Fedoryszak, Lucas Theis

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* Advances in Neural Information Processing Systems 32, 2019 

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BRUNO: A Deep Recurrent Model for Exchangeable Data


Oct 16, 2018
Iryna Korshunova, Jonas Degrave, Ferenc Huszár, Yarin Gal, Arthur Gretton, Joni Dambre

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* NIPS 2018 

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Faster gaze prediction with dense networks and Fisher pruning


Jul 09, 2018
Lucas Theis, Iryna Korshunova, Alykhan Tejani, Ferenc Huszár

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Fast Face-swap Using Convolutional Neural Networks


Jul 27, 2017
Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis

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Music transcription modelling and composition using deep learning


Apr 29, 2016
Bob L. Sturm, João Felipe Santos, Oded Ben-Tal, Iryna Korshunova

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* 16 pages, 4 figures, contribution to 1st Conference on Computer Simulation of Musical Creativity 

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