Presentation

Node Graph Optimization Using Differentiable Proxies
Event Type
Technical Paper
Presentation Types
In Person
Interest Areas
Research & Education
Recordings
This session WILL NOT be recorded.
Registration Categories
Full Conference Supporter
Full Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
Keywords
Rendering
TimeMonday, 8 August 20229:53am - 9:58am PDT
LocationEast Building, Room 1-3
DescriptionWe propose a fully differentiable framework, enabling end-to-end, gradient-based optimization of material graphs, even if some functions of the graph are non-differentiable. We leverage the differentiable proxy, a differentiable approximator of a non-differentiable black-box function. Differentiable proxies offer a more general optimization solution to material appearance matching than previous work.