You are cordially invited to the Distinguished Lecture Series on Artificial Intelligence scheduled on Oct. 28, Monday, 2019.
Title: Hypernetworks: A Versatile and Powerful Tool
Speaker : Dr. Lior Wolf (Facebook AI Research)
Date: October 28 (Mon.), 2019
Time: 5:00 P.M.
Location: Room 604, Woo Jung Information & Communication bldg.
Hosted and Organized by Artificial Intelligence Research Center, Korea University / Department of Artificial Intelligence, Korea University
Hypernetworks, also known as dynamic networks, are neural networks in which the weights of at least some of the layers vary dynamically based on the input. Such networks have composite architectures in which one network predicts the weights of another network.
I will briefly describe the early days of dynamic layers and present recent results from diverse domains: 3D reconstruction from a single image, image retouching, decoding block codes, and graph hypernetworks for bioinformatics.
Given time, I will also describe some success we had using unsupervised learning in the domain of music and the usage of synthetic data in archaeology.