BriefGPT.xyz
Apr, 2023
HyperINR: 一种快速预测的超网络,通过知识蒸馏实现隐式神经表示
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation
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Qi Wu, David Bauer, Yuyang Chen, Kwan-Liu Ma
TL;DR
本文引入HyperINR,一种新颖的超网络架构,通过利用多分辨率哈希编码单元的集合,直接预测一个紧凑的INR的权重,从而提高了INR的推理性能和支持交互式虚拟现实。
Abstract
implicit neural representations
(INRs) have recently exhibited immense potential in the field of
scientific visualization
for both data generation and visualization tasks. However, these representations often con
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