2 code implementations • 29 Oct 2018 • Feng Wang, Alberto Eljarrat, Johannes Müller, Trond Henninen, Erni Rolf, Christoph Koch
We propose a novel neural network architecture highlighting fast convergence as a generic solution addressing image(s)-to-image(s) inverse problems of different domains.
Computational Physics Materials Science
1 code implementation • 6 Jun 2018 • Amir Shaikhha, Andrew Fitzgibbon, Dimitrios Vytiniotis, Simon Peyton Jones, Christoph Koch
We present a system for the automatic differentiation of a higher-order functional array-processing language.
no code implementations • 7 Jun 2012 • Anastasios Kyrillidis, Stephen Becker, Volkan Cevher and, Christoph Koch
Most learning methods with rank or sparsity constraints use convex relaxations, which lead to optimization with the nuclear norm or the $\ell_1$-norm.
1 code implementation • 16 Jun 2006 • Lyublena Antova, Christoph Koch, Dan Olteanu
Current systems and formalisms for representing incomplete information generally suffer from at least one of two weaknesses.
Databases H.2.1; H.2.4