2 papers
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…
stat.ML2016
Manifold unwrapping using density ridges
Jonas Nordhaug Myhre, Matineh Shaker, Devrim Kaba +2
Research on manifold learning within a density ridge estimation framework has shown great potential in recent work for both estimation and de-noising of manifolds, building on the…