Presentation
Variable Bitrate Neural Fields
SessionTechnical Papers
Event Type
Technical Paper
Research & Education
Virtual
Full Conference Supporter
Full Conference
Virtual Conference Supporter
Virtual Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
Time
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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.
