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pro vyhledávání: '"Volkhonskiy, Denis"'
The video generation task can be formulated as a prediction of future video frames given some past frames. Recent generative models for videos face the problem of high computational requirements. Some models require up to 512 Tensor Processing Units
Externí odkaz:
http://arxiv.org/abs/2006.10704
Autor:
Egiazarian, Vage, Voynov, Oleg, Artemov, Alexey, Volkhonskiy, Denis, Safin, Aleksandr, Taktasheva, Maria, Zorin, Denis, Burnaev, Evgeny
We present a new method for vectorization of technical line drawings, such as floor plans, architectural drawings, and 2D CAD images. Our method includes (1) a deep learning-based cleaning stage to eliminate the background and imperfections in the im
Externí odkaz:
http://arxiv.org/abs/2003.05471
Autor:
Alanov, Aibek, Kochurov, Max, Volkhonskiy, Denis, Yashkov, Daniil, Burnaev, Evgeny, Vetrov, Dmitry
We propose a novel multi-texture synthesis model based on generative adversarial networks (GANs) with a user-controllable mechanism. The user control ability allows to explicitly specify the texture which should be generated by the model. This proper
Externí odkaz:
http://arxiv.org/abs/1904.04751
Autor:
Volkhonskiy, Denis, Muravleva, Ekaterina, Sudakov, Oleg, Orlov, Denis, Belozerov, Boris, Burnaev, Evgeny, Koroteev, Dmitry
In many branches of earth sciences, the problem of rock study on the micro-level arises. However, a significant number of representative samples is not always feasible. Thus the problem of the generation of samples with similar properties becomes act
Externí odkaz:
http://arxiv.org/abs/1901.10233
We consider the problem of quickest change-point detection in data streams. Classical change-point detection procedures, such as CUSUM, Shiryaev-Roberts and Posterior Probability statistics, are optimal only if the change-point model is known, which
Externí odkaz:
http://arxiv.org/abs/1706.03415
Steganography is collection of methods to hide secret information ("payload") within non-secret information "container"). Its counterpart, Steganalysis, is the practice of determining if a message contains a hidden payload, and recovering it if possi
Externí odkaz:
http://arxiv.org/abs/1703.05502
Autor:
Orlov, Denis, Ebadi, Mohammad, Muravleva, Ekaterina, Volkhonskiy, Denis, Erofeev, Andrei, Savenkov, Evgeny, Balashov, Vladislav, Belozerov, Boris, Krutko, Vladislav, Yakimchuk, Ivan, Evseev, Nikolay, Koroteev, Dmitry
Publikováno v:
In Journal of Natural Gas Science and Engineering March 2021 87
Akademický článek
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Publikováno v:
Proceedings of SPIE; January 2020, Vol. 11433 Issue: 1 p114333M-114333M-15, 11318983p