Efficient Graphics Representation with Differentiable Indirection
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DescriptionWe introduce differentiable indirection -- a novel learned primitive that employs differentiable multi-scale lookup tables as an effective substitute for traditional compute and data operations across the graphics pipeline. We demonstrate its flexibility on a number of graphics tasks, i.e., geometric and image representation, texture mapping, shading, and radiance field representation. In all cases, differentiable indirection seamlessly integrates into existing architectures, trains rapidly, and yields both versatile and efficient results.
Event Type
Technical Papers
TimeFriday, 15 December 202312:05pm - 12:15pm
LocationMeeting Room C4.11, Level 4 (Convention Centre)
