Christian J. Schuler

According to our database1, Christian J. Schuler authored at least 14 papers between 2011 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2017
Machine Learning Approaches to Image Deconvolution.
PhD thesis, 2017

2016
Learning to Deblur.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015
Retrospective Motion Correction of Magnitude-Input MR Images.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014
Mask-Specific Inpainting with Deep Neural Networks.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Probabilistic Progress Bars.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

2013
Learning How to Combine Internal and External Denoising Methods.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

A Machine Learning Approach for Non-blind Image Deconvolution.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Entropy Search for Information-Efficient Global Optimization.
J. Mach. Learn. Res., 2012

Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms
CoRR, 2012

Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds
CoRR, 2012

Blind Correction of Optical Aberrations.
Proceedings of the Computer Vision - ECCV 2012, 2012

Image denoising: Can plain neural networks compete with BM3D?
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Non-stationary correction of optical aberrations.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Fast removal of non-uniform camera shake.
Proceedings of the IEEE International Conference on Computer Vision, 2011


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