no code implementations • 19 Jan 2022 • Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen
The current solution to avoid this is to either replace transposed convolutions with bilinear up-sampling or add a spectral regularization term in the generator.
no code implementations • 6 Apr 2016 • Jonas Nordhaug Myhre, Matineh Shaker, Devrim Kaba, Robert Jenssen, Deniz Erdogmus
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 intuitive and well-defined notion of principal curves and surfaces.
