49 citations · 63 across the 5 of their papers we have counts for
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stat.ML2018★ 2 cited
Pairwise Augmented GANs with Adversarial Reconstruction Loss
Aibek Alanov, Max Kochurov, Daniil Yashkov +1
We propose a novel autoencoding model called Pairwise Augmented GANs. We train a generator and an encoder jointly and in an adversarial manner. The generator network learns to samp…
stat.ML2018★ 10 cited
Bayesian Incremental Learning for Deep Neural Networks
Max Kochurov, Timur Garipov, Dmitry Podoprikhin +3
In industrial machine learning pipelines, data often arrive in parts. Particularly in the case of deep neural networks, it may be too expensive to train the model from scratch each…