Presentation

Variable Bitrate Neural Fields
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
TimeWednesday, 10 August 202211:32am - 11:37am PDT
LocationEast Building, Ballroom A/B
DescriptionNeural fields have emerged as a new representation for graphics. State-of-the-art architectures use trainable feature grids that allow the use of efficient neural networks at the cost of memory. Our dictionary method allows us to learn compressed discrete feature grids which reduces memory by up to 100x and enables streaming.