A generative perspective on MRFs in low-level vision. - Uwe Schmidt 001; Qi Gao; Stefan Roth 001 (CVPR, 2010)

Bayesian deblurring with integrated noise estimation. - Uwe Schmidt 001; Kevin Schelten; Stefan Roth 001 (CVPR, 2011)

Learning rotation-aware features: From invariant priors to equivariant descriptors. - Uwe Schmidt 001; Stefan Roth 001 (CVPR, 2012)

Object Detection in Multi-view X-Ray Images. - Thorsten Franzel; Uwe Schmidt 001; Stefan Roth 001 (DAGM/OAGM Symposium, 2012)

Discriminative Non-blind Deblurring. - Uwe Schmidt 001; Carsten Rother; Sebastian Nowozin; Jeremy Jancsary; Stefan Roth 001 (CVPR, 2013)

Shrinkage Fields for Effective Image Restoration. - Uwe Schmidt 001; Stefan Roth 001 (CVPR, 2014)

Cascades of Regression Tree Fields for Image Restoration. - Uwe Schmidt 001; Jeremy Jancsary; Sebastian Nowozin; Stefan Roth 001; Carsten Rother (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Learning to Push the Limits of Efficient FFT-Based Image Deconvolution. - Jakob Kruse; Carsten Rother; Uwe Schmidt 001 (ICCV, 2017)

Half-quadratic Inference and Learning for Natural Images. - Uwe Schmidt 001 (2017)