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cs.LG2022
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders
Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen
Full characterization of the spectral behavior of generative models based on neural networks remains an open issue. Recent research has focused heavily on generative adversarial ne…
cs.LG2020
Towards detection and classification of microscopic foraminifera using transfer learning
Thomas Haugland Johansen, Steffen Aagaard Sørensen
Foraminifera are single-celled marine organisms, which may have a planktic or benthic lifestyle. During their life cycle they construct shells consisting of one or more chambers, a…