Martin Burger

Full Professor, FAU Erlangen-Nürnberg

Joined

July 2019

Names

Martin Burger (Preferred)

Emails

****@fau.de (Confirmed)

Personal Links

DBLP

Career & Education History

Full Professor

FAU Erlangen-Nürnberg (fau.de)

2018 – Present

Full Professor

WWU Münster (wwu.de)

2006 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Spectral Total-variation Processing of Shapes—Theory and Applications
Jonathan Brokman, Martin Burger, Guy Gilboa
- ACM Transactions on Graphics 2024
- Readers: Everyone
Identifying Untrustworthy Predictions in Neural Networks by Geometric Gradient Analysis
Leo Schwinn, An Nguyen, René Raab, Leon Bungert, Daniel Tenbrinck, Dario Zanca, Martin Burger, Bjoern Eskofier
- 06 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Neural Architecture Search via Bregman Iterations
Leon Bungert, Tim Roith, Daniel Tenbrinck, Martin Burger
- 06 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
A Bregman Learning Framework for Sparse Neural Networks
Leon Bungert, Tim Roith, Daniel Tenbrinck, Martin Burger
- 06 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning convex regularizers satisfying the variational source condition for inverse problems
Subhadip Mukherjee, Carola-Bibiane Schönlieb, Martin Burger
- Published: 19 Oct 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Deep Inverse Workshop Poster
- Readers: Everyone
Primal and Dual Bregman Methods with Application to Optical Nanoscopy.
Christoph Brune, Alex Sawatzky, Martin Burger
- 2011 (modified: 09 Nov 2022)
- International Journal of Computer Vision2011
- Readers: Everyone
Shape from Defocus via Diffusion.
Paolo Favaro, Stefano Soatto, Martin Burger, Stanley J. Osher
- 2008 (modified: 09 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2008
- Readers: Everyone
Scene and Motion Reconstruction from Defocused and Motion-Blurred Images via Anisotropic Diffusion
Paolo Favaro, Martin Burger, Stefano Soatto
- 2004 (modified: 11 Nov 2022)
- ECCV (1) 2004
- Readers: Everyone