A sampling theory perspective on activations for implicit neural representations

Hemanth Saratchandran; Sameera Ramasinghe; Violetta Shevchenko; Alexander Long; Simon Lucey

2024 ICML ICML 2024

A sampling theory perspective on activations for implicit neural representations

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey

Topics

Machine Learning > Application Areas > Efficient Computing Deep Learning > Learning Types > Representation Learning

Keywords

implicit neural representation dynamical system high-frequency content sampling theory sinc activations theoretical optimal

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