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Computer Vision Group
TUM School of Computation, Information and Technology
Technical University of Munich

Technical University of Munich

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Informatik IX
Computer Vision Group

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

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News

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

18.07.2023

We have four papers accepted to ICCV 2023. Check out our publication page for more details.

02.03.2023

CVPR 2023

We have six papers accepted to CVPR 2023. Check out our publication page for more details.

15.10.2022

NeurIPS 2022

We have two papers accepted to NeurIPS 2022. Check out our publication page for more details.

15.10.2022

WACV 2023

We have two papers accepted at WACV 2023. Check out our publication page for more details.

More


Christian Koke

PhD StudentTechnical University of Munich

School of Computation, Information and Technology
Informatics 9
Boltzmannstrasse 3
85748 Garching
Germany

Tel: +49-89-289-17790
Fax: +49-89-289-17757
Office: 02.09.039
Mail: Christian.Koke@tum.de

Hi there!

I like Machine Learning, Physics and Math. If you would like to chat about these topics, feel free to write me an email!

Research Interests

I am currently working on graph neural networks, geometric deep learning and AI for science. I also remain interested in the mathematical foundations of machine learning.

About

I am an ELLIS PhD Student jointly supervised by Daniel Cremers here at TUM and Michael Bronstein at Oxford University. I hold M.Sc. degrees in Math and Theoretical Physics; the latter awarded within the joint Elite Graduate Program of LMU and TU Munich. Before joining the Computer Vision Group as a PhD Student, I worked with Gitta Kutyniok on the mathematical foundations of graph neural networks and spent a couple of summers interning at the Centre for Quantum Technologies in Singapore.

Publications

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2024
Conference and Workshop Papers
[]HoloNets: Spectral Convolutions do extend to Directed Graphs (C Koke and D Cremers), In International Conference on Learning Representations (ICLR), 2024.  [bibtex] [arXiv:2310.02232]
2023
Conference and Workshop Papers
[]ResolvNet: A Graph Convolutional Network with multi-scale Consistency (C Koke, A Saroha, Y Shen, M Eisenberger and D Cremers), In NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023.  [bibtex] [arXiv:2310.00431]Oral Presentation
[]HoloNets: Spectral Convolutions do extend to Directed Graphs (C Koke and D Cremers), In NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023.  [bibtex] [arXiv:2310.02232]Oral Presentation
[]Limitless Stability for Graph Convolutional Networks (C Koke), In International Conference on Learning Representations (ICLR), 2023.  [bibtex] [arXiv:2301.11443]
2022
Conference and Workshop Papers
[]Graph Scattering beyond Wavelet Shackles (C Koke and G Kutyniok), In Neural Information Processing Systems Conference (NeurIPS), 2022.  [bibtex] [arXiv:2301.11456]
2020
Journal Articles
[]Dirac equation on a square waveguide lattice with site-dependent coupling strengths and the gravitational Aharonov-Bohm effect (C Koke, C Noh and D Angelakis), In Physical Review A, volume 102, 2020.  [bibtex] [arXiv:1909.12543]
2016
Journal Articles
[]Dirac equation in 2-dimensional curved spacetime, particle creation, and coupled waveguide arrays (C Koke, C Noh and D Angelakis), In Annals of Physics, volume 374, 2016.  [bibtex] [arXiv:1607.04821]
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Teaching

Summer Term 2023

Rechte Seite

Informatik IX
Computer Vision Group

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

Follow us on:

News

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

18.07.2023

We have four papers accepted to ICCV 2023. Check out our publication page for more details.

02.03.2023

CVPR 2023

We have six papers accepted to CVPR 2023. Check out our publication page for more details.

15.10.2022

NeurIPS 2022

We have two papers accepted to NeurIPS 2022. Check out our publication page for more details.

15.10.2022

WACV 2023

We have two papers accepted at WACV 2023. Check out our publication page for more details.

More