Presentation / Installation


Dictionary Fields: Learning a Neural Basis Decomposition
DescriptionDictionary Fields is a novel representation which factorizes a signal into a coefficient and a basis field and exploits periodic transformations to apply the same basis functions across multiple locations and scales. We show that Dictionary Fields lead to improvements in approximation quality, compactness, and training time.
Event Type
Technical Paper
TimeThursday, 10 August 20232:11pm - 2:22pm PDT
LocationRoom 515 A
ACM Digital Library Technical Papers pdfs
Session Time & Location
Sunday, 6 August 20236pm - 8:30pm PDTWest Hall B
Thursday, 10 August 20232pm - 3:30pm PDTRoom 515 A
Interest Areas
Research & Education
Recordings
Livestreamed
Recorded
Keywords
Modeling
Rendering
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