可视化-Implicit Neural Representations with Periodic Activation Functions - 《AI 可视分析》

1. Introduction

Conferences:	NeurIPS
Author:	Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein
Year:	2020
ISBNs, DOls, PMIDs, or arXiv IDs：	https://doi.org/10.48550/arXiv.2006.09661
Cite:	Sitzmann, Vincent, et al. “Implicit neural representations with periodic activation functions.” Advances in Neural Information Processing Systems 33 (2020): 7462-7473.
Reportor:	孙百乐
Attachment:	pdf

（1）提出了一种新的周期激活函数sin，用于隐式神经网络，能够有效提升隐式神经表达的效果。
（2）针对这种周期激活函数sin，提出了一种权重初始化方式，使训练更高效。