SIGGRAPH 2018 Papers

Machine Learning, Graphics, and Rendering

Jeremy Cowles
Aug 18, 2018 · 4 min read

While the SIGGRAPH 2018 talks and exhibitor sessions were dominated by ray tracing, research was skewed toward machine learning.

The papers selected below are even more heavily biased toward machine learning because this is my personal list of papers of interest and I’m trying to deepen my understanding of machine learning.

Favorite Papers

The following is a list of my favorite papers at the conference. Generally, I chose the papers in this list because I felt the result, performance, or intuition behind the paper was impressive.

Papers Fast Forward Picks

SIGGRAPH had a new feature in the app this year to flag papers during the fast forward. I flagged the following list of papers for future reading material.

Jeremy Cowles

Written by

ML Graphics Lead, Unity Technologies