ML Anthology

Korshunova, Iryna

8 publications

NeurIPS 2024 Schrodinger Bridge Flow for Unpaired Data Translation Valentin De Bortoli, Iryna Korshunova, Andriy Mnih, Arnaud Doucet
ICMLW 2021 A Closer Look at the Adversarial Robustness of Information Bottleneck Models Iryna Korshunova, David Stutz, Alexander A Alemi, Olivia Wiles, Sven Gowal
NeurIPSW 2021 Return Dispersion as an Estimator of Learning Potential for Prioritized Level Replay Iryna Korshunova, Minqi Jiang, Jack Parker-Holder, Tim Rocktäschel, Edward Grefenstette
NeurIPSW 2021 Return Dispersion as an Estimator of Learning Potential for Prioritized Level Replay Iryna Korshunova, Minqi Jiang, Jack Parker-Holder, Tim Rocktäschel, Edward Grefenstette
ICMLW 2020 Exchangeable Models in Meta Reinforcement Learning Iryna Korshunova, Jonas Degrave, Joni Dambre, Arthur Gretton, Ferenc Huszar
NeurIPS 2019 Discriminative Topic Modeling with Logistic LDA Iryna Korshunova, Hanchen Xiong, Mateusz Fedoryszak, Lucas Theis
NeurIPS 2018 BRUNO: A Deep Recurrent Model for Exchangeable Data Iryna Korshunova, Jonas Degrave, Ferenc Huszar, Yarin Gal, Arthur Gretton, Joni Dambre
ICCV 2017 Fast Face-Swap Using Convolutional Neural Networks Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis