29 citations · 73 across the 10 of their papers we have counts for
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stat.ML2019★ 21 cited
Semi-Conditional Normalizing Flows for Semi-Supervised Learning
Andrei Atanov, Alexandra Volokhova, Arsenii Ashukha +2
This paper proposes a semi-conditional normalizing flow model for semi-supervised learning. The model uses both labelled and unlabeled data to learn an explicit model of joint dist…
hep-ex2019★ 29 cited
Cherenkov Detectors Fast Simulation Using Neural Networks
Denis Derkach, Nikita Kazeev, Fedor Ratnikov +2
We propose a way to simulate Cherenkov detector response using a generative adversarial neural network to bypass low-level details. This network is trained to reproduce high level…