DeepLandscape: Adversarial Modeling of Landscape Videos

1 code implementation • ECCV 2020 • Elizaveta Logacheva, Roman Suvorov, Oleg Khomenko, Anton Mashikhin, Victor Lempitsky

Furthermore, by fitting the learned models to a static landscape image, the latter can be reenacted in a realistic way.

Video Generation

Resolution-robust Large Mask Inpainting with Fourier Convolutions

7 code implementations • 15 Sep 2021 • Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, Victor Lempitsky

We find that one of the main reasons for that is the lack of an effective receptive field in both the inpainting network and the loss function.

Image Inpainting Seeing Beyond the Visible

DeepLandscape: Adversarial Modeling of Landscape Video

1 code implementation • 21 Aug 2020 • Elizaveta Logacheva, Roman Suvorov, Oleg Khomenko, Anton Mashikhin, Victor Lempitsky

Furthermore, by fitting the learned models to a static landscape image, the latter can be reenacted in a realistic way.

Learning State Representations in Complex Systems with Multimodal Data

no code implementations • 27 Nov 2018 • Pavel Solovev, Vladimir Aliev, Pavel Ostyakov, Gleb Sterkin, Elizaveta Logacheva, Stepan Troeshestov, Roman Suvorov, Anton Mashikhin, Oleg Khomenko, Sergey I. Nikolenko

Representation learning becomes especially important for complex systems with multimodal data sources such as cameras or sensors.

Anomaly Detection Disentanglement +4