Christoph Schnörr

33 publications

9 venues

H Index 20

Name Venue Year citations
On the Convergence Rate of Gaussianization with Random Rotations. ICML 2023 0
On Certified Generalization in Structured Prediction. NIPS/NeurIPS 2023 0
Learning system parameters from turing patterns. MLJ 2023 0
Whitening Convergence Rate of Coupling-based Normalizing Flows. NIPS/NeurIPS 2022 0
Sum-product graphical models. MLJ 2020 0
Double-Opponent Vectorial Total Variation. ECCV 2016 2
A Geometric Approach to Image Labeling. ECCV 2016 2
Partial Optimality by Pruning for MAP-Inference with General Graphical Models. TPAMI 2016 0
Partial Optimality by Pruning for MAP-Inference with General Graphical Models. CVPR 2014 26
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation. NIPS/NeurIPS 2013 20
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems. CVPR 2013 218
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization. CVPR 2013 31
Efficient MRF Energy Minimization via Adaptive Diminishing Smoothing. UAI 2012 58
A bundle approach to efficient MAP-inference by Lagrangian relaxation. CVPR 2012 53
Variational recursive joint estimation of dense scene structure and camera motion from monocular high speed traffic sequences. ICCV 2011 19
A study of Nesterov's scheme for Lagrangian decomposition and MAP labeling. CVPR 2011 68
Fast and Exact Primal-Dual Iterations for Variational Problems in Computer Vision. ECCV 2010 32
MRF Inference by ECCV 2010 0
Spectral clustering of linear subspaces for motion segmentation. ICCV 2009 155
Convex optimization for multi-class image labeling with a novel family of total variation based regularizers. ICCV 2009 67
View Point Tracking of Rigid Objects Based on Shape Sub-manifolds. ECCV 2008 6
Controlling Sparseness in Non-negative Tensor Factorization. ECCV 2006 50
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming. JMLR 2006 105
Learning Non-Negative Sparse Image Codes by Convex Programming. ICCV 2005 24
Combined SVM-Based Feature Selection and Classification. MLJ 2005 252
Parallel Variational Motion Estimation by Domain Decomposition and Cluster Computing. ECCV 2004 12
Multiphase Dynamic Labeling for Variational Recognition-Driven Image Segmentation. ECCV 2004 64
A Bayesian Framework for Multi-cue 3D Object Tracking. ECCV 2004 156
Natural Image Statistics for Natural Image Segmentation. ICCV 2003 89
Binary Partitioning, Perceptual Grouping, and Restoration with Semidefinite Programming. TPAMI 2003 116
Nonlinear Shape Statistics in Mumford-Shah Based Segmentation. ECCV 2002 195
A robust and convergent iterative approach for determining the dominant plane from two views without correspondence and calibration. CVPR 1997 19
On Functionals with Greyvalue-Controlled Smoothness Terms for Determining Optical Flow. TPAMI 1993 34
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