Search Results for author: G. Kutyniok

Found 3 papers, 1 papers with code

Tensor network approaches for learning non-linear dynamical laws

1 code implementation27 Feb 2020 A. Goeßmann, M. Götte, I. Roth, R. Sweke, G. Kutyniok, J. Eisert

Given observations of a physical system, identifying the underlying non-linear governing equation is a fundamental task, necessary both for gaining understanding and generating deterministic future predictions.

Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography

no code implementations12 Nov 2018 T. A. Bubba, G. Kutyniok, M. Lassas, M. März, W. Samek, S. Siltanen, V. Srinivasan

We will develop a hybrid reconstruction framework that fuses model-based sparse regularization with data-driven deep learning.

Image interpolation using Shearlet based iterative refinement

no code implementations5 Aug 2013 H. Lakshman, W. -Q Lim, H. Schwarz, D. Marpe, G. Kutyniok, T. Wiegand

This paper proposes an image interpolation algorithm exploiting sparse representation for natural images.

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