Type of Publication

Conference Papers

Date:

11 /

2023

Status

Published

DOI:

10.1109/SIBGRAPI59091.2023.10347177

How to Train Your (Neural) Dragon

Featured in:

36th SIBGRAPI Conference on Graphics, Patterns and Images, Rio Grande, Brazil

Authors:

Luiz Schirmer, Tiago Novello, Vinícius da Silva, Guilherme Schardong, Hélio Lopes and Luiz Velho

Abstract

Neural fields have emerged as a promising framework for representing different types of signals. This tutorial focus on the existing literature and shares practical insights derived from hands-on experimentation with neural fields, specifically in approximating implicit functions of surfaces. Our emphasis lies in strategies leveraging differential geometry concepts to enhance training outcomes and showcase applications within this domain.

Citation

Luiz Schirmer, Tiago Novello, Vinícius da Silva, Guilherme Schardong, Hélio Lopes and Luiz Velho (2023, November). How to train your (neural) dragon. In 2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (pp. 264-269). IEEE. DOI: 10.1109/SIBGRAPI59091.2023.10347177

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Publication featured in: 36th SIBGRAPI Conference on Graphics, Patterns and Images, Rio Grande, Brazil

Resource featured in: 36th SIBGRAPI Conference on Graphics, Patterns and Images, Rio Grande, Brazil