Christian J. Schuler

PhD thesis, 2017

2016

Learning to Deblur.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015

Retrospective Motion Correction of Magnitude-Input MR Images.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014

Mask-Specific Inpainting with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 36th German Conference, 2014

Probabilistic Progress Bars.

[BibT_eX]

[DOI]

Martin Kiefel

Philipp Hennig

Proceedings of the Pattern Recognition - 36th German Conference, 2014

2013

Learning How to Combine Internal and External Denoising Methods.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 35th German Conference, 2013

A Machine Learning Approach for Non-blind Image Deconvolution.

[BibT_eX]

[DOI]

Bernhard Schölkopf

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Entropy Search for Information-Efficient Global Optimization.

[BibT_eX]

[DOI]

Philipp Hennig

J. Mach. Learn. Res., 2012

Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms

[BibT_eX]

[DOI]

CoRR, 2012

Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds

[BibT_eX]

[DOI]

CoRR, 2012

Blind Correction of Optical Aberrations.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Image denoising: Can plain neural networks compete with BM3D?

[BibT_eX]

[DOI]