2 papers
physics.comp-ph2018
Approximating the solution to wave propagation using deep neural networks
Wilhelm E. Sorteberg, Stef Garasto, Alison S. Pouplin +2
Humans gain an implicit understanding of physical laws through observing and interacting with the world. Endowing an autonomous agent with an understanding of physical laws through…
cs.CV2018
Denoising Adversarial Autoencoders: Classifying Skin Lesions Using Limited Labelled Training Data
Antonia Creswell, Alison Pouplin, Anil A Bharath
We propose a novel deep learning model for classifying medical images in the setting where there is a large amount of unlabelled medical data available, but labelled data is in lim…