Christophe Schülke

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 6

Top Topics

Image Reconstruction

Message Passing

Graphical Models

Inference Problems

Top Venues

Publications

Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. MLMIR@MICCAI (2021)
Nicola Pezzotti, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Fransiscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Elwin de Weerdt, Marius Staring
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction: Application to the 2019 fastMRI Challenge. CoRR (2020)
Nicola Pezzotti, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Fransiscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Elwin de Weerdt, Marius Staring
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction. IEEE Access 8 (2020)
Christophe Schülke
Statistical physics of linear and bilinear inference problems. CoRR (2016)
Christophe Schülke, Philip Schniter, Lenka Zdeborová
Phase diagram of matrix compressed sensing. CoRR (2016)
Christophe Schülke, Federico Ricci-Tersenghi
Multiple phases in modularity-based community detection. CoRR (2015)
Angélique Dremeau, Christophe Schülke, Yingying Xu, Devavrat Shah
Statistical inference with probabilistic graphical models. CoRR (2014)
Christophe Schülke, Francesco Caltagirone, Lenka Zdeborová
Blind Sensor Calibration using Approximate Message Passing. CoRR (2014)
Christophe Schülke, Francesco Caltagirone, Florent Krzakala, Lenka Zdeborová
Blind Calibration in Compressed Sensing using Message Passing Algorithms. NIPS (2013)
Christophe Schülke, Francesco Caltagirone, Florent Krzakala, Lenka Zdeborová
Blind Calibration in Compressed Sensing using Message Passing Algorithms. CoRR (2013)
Jean Barbier, Florent Krzakala, Christophe Schülke
Compressed sensing and Approximate Message Passing with spatially-coupled Fourier and Hadamard matrices. CoRR (2013)