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cs.CV2021
Global explainability in aligned image modalities
Justin Engelmann, Amos Storkey, Miguel O. Bernabeu
Deep learning (DL) models are very effective on many computer vision problems and increasingly used in critical applications. They are also inherently black box. A number of method…
cs.CV2021★ 1 cited
Hamiltonian latent operators for content and motion disentanglement in image sequences
Asif Khan, Amos Storkey
We introduce \textit{HALO} -- a deep generative model utilising HAmiltonian Latent Operators to reliably disentangle content and motion information in image sequences. The \textit{…