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Efficient Graphics Representation with Differentiable Indirection
- Source :
- SIGGRAPH Asia 2023 Conference Papers (SA Conference Papers '23), December 12--15, 2023, Sydney, NSW, Australia
- Publication Year :
- 2023
-
Abstract
- We 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.<br />Comment: Project website: https://sayan1an.github.io/din.html
Details
- Database :
- arXiv
- Journal :
- SIGGRAPH Asia 2023 Conference Papers (SA Conference Papers '23), December 12--15, 2023, Sydney, NSW, Australia
- Publication Type :
- Report
- Accession number :
- edsarx.2309.08387
- Document Type :
- Working Paper
- Full Text :
- https://doi.org/10.1145/3610548.3618203