research
∙
09/10/2020
Self-supervised Depth Denoising Using Lower- and Higher-quality RGB-D sensors
Consumer-level depth cameras and depth sensors embedded in mobile device...
share
research
∙
06/19/2019
Neural Point-Based Graphics
We present a new point-based approach for modeling complex scenes. The a...
research
∙
05/21/2019
Textured Neural Avatars
We present a system for learning full-body neural avatars, i.e. deep net...
research
∙
12/04/2018
Generative Models for Fast Calorimeter Simulation.LHCb case
Simulation is one of the key components in high energy physics. Historic...
research
∙
09/05/2018
Image Manipulation with Perceptual Discriminators
Systems that perform image manipulation using deep convolutional network...
research
∙
11/29/2017
Deep Image Prior
Deep convolutional networks have become a popular tool for image generat...
research
∙
04/07/2017
It Takes (Only) Two: Adversarial Generator-Encoder Networks
We present a new autoencoder-type architecture that is trainable in an u...
research
∙
01/09/2017
Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis
The recent work of Gatys et al., who characterized the style of an image...
research
∙
07/27/2016
Instance Normalization: The Missing Ingredient for Fast Stylization
It this paper we revisit the fast stylization method introduced in Ulyan...
research
∙
03/10/2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images
Gatys et al. recently demonstrated that deep networks can generate beaut...
research
∙
11/13/2015