Fast removal of non-uniform camera shake. - Michael Hirsch 001; Christian J. Schuler; Stefan Harmeling; Bernhard Schölkopf (ICCV, 2011)

Non-stationary correction of optical aberrations. - Christian J. Schuler; Michael Hirsch 001; Stefan Harmeling; Bernhard Schölkopf (ICCV, 2011)

Image denoising: Can plain neural networks compete with BM3D? - Harold Christopher Burger; Christian J. Schuler; Stefan Harmeling (CVPR, 2012)

Blind Correction of Optical Aberrations. - Christian J. Schuler; Michael Hirsch 001; Stefan Harmeling; Bernhard Schölkopf (ECCV (3), 2012)

Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds - Harold Christopher Burger; Christian J. Schuler; Stefan Harmeling (CoRR, 2012)

Image denoising with multi-layer perceptrons, part 2: training trade-offs and analysis of their mechanisms - Harold Christopher Burger; Christian J. Schuler; Stefan Harmeling (CoRR, 2012)

Entropy Search for Information-Efficient Global Optimization. - Philipp Hennig; Christian J. Schuler (J. Mach. Learn. Res., 2012)

A Machine Learning Approach for Non-blind Image Deconvolution. - Christian J. Schuler; Harold Christopher Burger; Stefan Harmeling; Bernhard Schölkopf (CVPR, 2013)

Learning How to Combine Internal and External Denoising Methods. - Harold Christopher Burger; Christian J. Schuler; Stefan Harmeling (GCPR, 2013)

Probabilistic Progress Bars. - Martin Kiefel; Christian J. Schuler; Philipp Hennig (GCPR, 2014)

Mask-Specific Inpainting with Deep Neural Networks. - Rolf Köhler; Christian J. Schuler; Bernhard Schölkopf; Stefan Harmeling (GCPR, 2014)

Retrospective Motion Correction of Magnitude-Input MR Images. - Alexander Loktyushin; Christian J. Schuler; Klaus Scheffler; Bernhard Schölkopf (MLMMI@ICML, 2015)

Learning to Deblur. - Christian J. Schuler; Michael Hirsch 001; Stefan Harmeling; Bernhard Schölkopf (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Machine Learning Approaches to Image Deconvolution. - Christian J. Schuler (2017)