State of the art on neural rendering

A Tewari, O Fried, J Thies, V Sitzmann… - Computer Graphics …, 2020 - Wiley Online Library
Efficient rendering of photo‐realistic virtual worlds is a long standing effort of computer
graphics. Modern graphics techniques have succeeded in synthesizing photo‐realistic …

A review on deep learning techniques for video prediction

S Oprea, P Martinez-Gonzalez… - … on Pattern Analysis …, 2020 - ieeexplore.ieee.org
The ability to predict, anticipate and reason about future outcomes is a key component of
intelligent decision-making systems. In light of the success of deep learning in computer …

Dynamic multiscale graph neural networks for 3d skeleton based human motion prediction

M Li, S Chen, Y Zhao, Y Zhang… - Proceedings of the …, 2020 - openaccess.thecvf.com
We propose novel dynamic multiscale graph neural networks (DMGNN) to predict 3D
skeleton-based human motions. The core idea of DMGNN is to use a multiscale graph to …

Toward multimodal image-to-image translation

JY Zhu, R Zhang, D Pathak, T Darrell… - Advances in neural …, 2017 - proceedings.neurips.cc
Many image-to-image translation problems are ambiguous, as a single input image may
correspond to multiple possible outputs. In this work, we aim to model a distribution of …