Latent Video Transformer

1 code implementation • 18 Jun 2020 • Ruslan Rakhimov, Denis Volkhonskiy, Alexey Artemov, Denis Zorin, Evgeny Burnaev

After the transformation of frames into the latent space, our model predicts latent representation for the next frames in an autoregressive manner.

Video Generation Video Prediction

Deep Vectorization of Technical Drawings

1 code implementation • ECCV 2020 • Vage Egiazarian, Oleg Voynov, Alexey Artemov, Denis Volkhonskiy, Aleksandr Safin, Maria Taktasheva, Denis Zorin, Evgeny Burnaev

We present a new method for vectorization of technical line drawings, such as floor plans, architectural drawings, and 2D CAD images.

User-Controllable Multi-Texture Synthesis with Generative Adversarial Networks

no code implementations • 9 Apr 2019 • Aibek Alanov, Max Kochurov, Denis Volkhonskiy, Daniil Yashkov, Evgeny Burnaev, Dmitry Vetrov

We propose a novel multi-texture synthesis model based on generative adversarial networks (GANs) with a user-controllable mechanism.

Descriptive Texture Synthesis

Reconstruction of 3D Porous Media From 2D Slices

no code implementations • 29 Jan 2019 • Denis Volkhonskiy, Ekaterina Muravleva, Oleg Sudakov, Denis Orlov, Boris Belozerov, Evgeny Burnaev, Dmitry Koroteev

In many branches of earth sciences, the problem of rock study on the micro-level arises.

Inductive Conformal Martingales for Change-Point Detection

no code implementations • 11 Jun 2017 • Denis Volkhonskiy, Ilia Nouretdinov, Alexander Gammerman, Vladimir Vovk, Evgeny Burnaev

We consider the problem of quickest change-point detection in data streams.

Change Point Detection

Steganographic Generative Adversarial Networks

1 code implementation • 16 Mar 2017 • Denis Volkhonskiy, Ivan Nazarov, Evgeny Burnaev

Steganography is collection of methods to hide secret information ("payload") within non-secret information "container").

Steganalysis