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Thomas Frerix

AlumniTechnical University of Munich

Department of Informatics
Informatics 9
Boltzmannstrasse 3
85748 Garching
Germany

Fax: +49-89-289-17757
Office: 
Mail: thomas.frerix@tum.de

About myself

I am a PhD student at the Technical University of Munich advised by Prof. Daniel Cremers. Previously, I received my Bachelor in Physics from the University of Göttingen and my Master in Theoretical and Mathematical Physics in a joint program from LMU Munich and TU Munich. My current research interests lie in machine learning and optimization.

Please don't hesitate to contact me if you have questions or are interested in a collaboration.

Teaching

Summer Term 2021

Winter Term 2020/2021

Winter Term 2019/2020

Summer Term 2019

Winter Term 2017/2018

Summer Term 2017

Publications


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Conference and Workshop Papers
2021
[]Variational Data Assimilation with a Learned Inverse Observation Operator (T Frerix, D Kochkov, J Smith, D Cremers, M Brenner and S Hoyer), In Proceedings of the 38th International Conference on Machine Learning (ICML), 2021. (URL, code) [bibtex]
2020
[]Homogeneous Linear Inequality Constraints for Neural Network Activations (T Frerix, M Nießner and D Cremers), In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020. (URL, code) [bibtex]
2019
[]Approximating Orthogonal Matrices with Effective Givens Factorization (T. Frerix and J. Bruna), In Proceedings of the 36th International Conference on Machine Learning (ICML), 2019. (URL, code) [bibtex]
2018
[]Proximal Backpropagation (T. Frerix, T. Möllenhoff, M. Moeller and D. Cremers), In International Conference on Learning Representations (ICLR), 2018. (arXiv:1706.04638, code) [bibtex]
2017
[]Associative Domain Adaptation (P. Haeusser, T. Frerix, A. Mordvintsev and D. Cremers), In IEEE International Conference on Computer Vision (ICCV), 2017. ([code] [PDF from CVF]) [bibtex] [pdf]
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Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

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News

17.07.2022

MCML Kick-Off

On July 27th, we are organizing the Kick-Off of the Munich Center for Machine Learning in the Bavarian Academy of Sciences.

17.07.2022

AI Symposium

On July 22nd 2022, we are organizing a Symposium on AI within the Technology Forum of the Bavarian Academy of Sciences.

05.07.2022

We are organizing a workshop on Map-Based Localization for Autonomous Driving at ECCV 2022, Tel Aviv, Israel.

03.04.2022

In April 2022 Jürgen Sturm and Daniel Cremers were featured among the top 6 most influential scholars in robotics of the last decade.

31.03.2022

We have open PhD and postdoc positions! To apply, please use our application form.

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