HOSC: A Periodic Activation Function for Preserving Sharp Features in Implicit Neural Representations. (arXiv:2401.10967v1 [cs.NE])

Recently proposed methods for implicitly representing signals such as images, scenes, or geometries using coordinate-based neural network architectures often do not leverage the choice of activation functions, or do so only to a limited extent. In th...