Deep Learning for
Computer Graphics

Deep Learning for Graphics

Siggraph 2019 Course

Monday, 9 am - 12:15 pm, Room 403AB, Los Angeles Convention Center

In computer graphics, many traditional problems are now better handled by deep-learning based data-driven methods. In an increasing variety of problem settings, deep networks are state-of-the-art, beating dedicated hand-crafted methods by significant margins. This tutorial gives an organized overview of core theory, practice, and graphics-related applications of deep learning.

Previous versions of this course have been presented at Eurographics 2018 and Siggraph Asia 2018, websites for these courses are available here:
Eurographics 2018
Siggraph Asia 2018




author = {Mitra, Niloy J. and Kokkinos, Iasonas and Guerrero, Paul and Thuerey, Nils and Kim, Vladimir and Guibas, Leonidas},
title = {CreativeAI: Deep Learning for Graphics},
booktitle = {SIGGRAPH 2019 Courses},
series = {Siggraph 2019},
year = {2019},
isbn = {},
location = {Los Angeles},
pages = {},
articleno = {},
numpages = {},
url = {},
doi = {},
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