1 code implementation • 6 Sep 2020 • Maria Kolos, Artem Sevastopolsky, Victor Lempitsky
New scenes can be modeled using gradient-based optimization of neural descriptors and of the rendering network.
7 code implementations • ECCV 2020 • Kara-Ali Aliev, Artem Sevastopolsky, Maria Kolos, Dmitry Ulyanov, Victor Lempitsky
A deep rendering network is learned in parallel with the descriptors, so that new views of the scene can be obtained by passing the rasterizations of a point cloud from new viewpoints through this network.
1 code implementation • 20 May 2019 • Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev
Data-driven methods such as convolutional neural networks (CNNs) are known to deliver state-of-the-art performance on image recognition tasks when the training data are abundant.