3 citations · 5 across the 7 of their papers we have counts for
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Actively Inferring Optimal Measurement Sequences
Catherine F. Higham, Paul Henderson, Roderick Murray-Smith
Measurement of a physical quantity such as light intensity is an integral part of many reconstruction and decision scenarios but can be costly in terms of acquisition time, invasio…
Deceptive Diffusion: Generating Synthetic Adversarial Examples
Lucas Beerens, Catherine F. Higham, Desmond J. Higham
We introduce the concept of deceptive diffusion -- training a generative AI model to produce adversarial images. Whereas a traditional adversarial attack algorithm aims to perturb…
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians
Catherine F. Higham, Desmond J. Higham, Peter Grindrod
Generative artificial intelligence (AI) refers to algorithms that create synthetic but realistic output. Diffusion models currently offer state of the art performance in generative…