Node Graph Optimization Using Differentiable Proxies
Event Type
Technical Paper
Presentation Types
In Person
Interest Areas
Research & Education
This session WILL NOT be recorded.
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Exhibitor Full Conference
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.