Viet-Anh on Software Logo

What is: HyperNetwork?

SourceHyperNetworks
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

A HyperNetwork is a network that generates weights for a main network. The behavior of the main network is the same with any usual neural network: it learns to map some raw inputs to their desired targets; whereas the hypernetwork takes a set of inputs that contain information about the structure of the weights and generates the weight for that layer.