Christian J. Schuler

16 papers A* 4Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2017 — —
Machine Learning Approaches to Image Deconvolution.
Christian J. Schuler
2016 J jnl
Learning to Deblur.
IEEE Trans. Pattern Anal. Mach. Intell.
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
2015 — conf
Retrospective Motion Correction of Magnitude-Input MR Images.
MLMMI@ICML
Alexander Loktyushin, Christian J. Schuler, Klaus Scheffler, Bernhard Schölkopf
2014 J jnl
Learning to Deblur.
CoRR
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
2014 — conf
Mask-Specific Inpainting with Deep Neural Networks.
GCPR
Rolf Köhler, Christian J. Schuler, Bernhard Schölkopf, Stefan Harmeling
2014 — conf
Probabilistic Progress Bars.
GCPR
Martin Kiefel, Christian J. Schuler, Philipp Hennig
2013 A* conf
A Machine Learning Approach for Non-blind Image Deconvolution.
CVPR
Christian J. Schuler, Harold Christopher Burger, Stefan Harmeling, Bernhard Schölkopf
2013 — conf
Learning How to Combine Internal and External Denoising Methods.
GCPR
Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling
2012 — conf
Blind Correction of Optical Aberrations.
ECCV (3)
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
2012 J jnl
Entropy Search for Information-Efficient Global Optimization.
J. Mach. Learn. Res.
Philipp Hennig, Christian J. Schuler
2012 J jnl
Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds
CoRR
Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling
2012 J jnl
Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms
CoRR
Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling
2012 A* conf
Image denoising: Can plain neural networks compete with BM3D?
CVPR
Harold Christopher Burger, Christian J. Schuler, Stefan Harmeling
2011 J jnl
Entropy Search for Information-Efficient Global Optimization
CoRR
Philipp Hennig, Christian J. Schuler
2011 A* conf
Fast removal of non-uniform camera shake.
ICCV
Michael Hirsch, Christian J. Schuler, Stefan Harmeling, Bernhard Schölkopf
2011 A* conf
Non-stationary correction of optical aberrations.
ICCV
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf