q-Space Novelty Detection with Variational Autoencoders (bibtex)
by A. Vasilev, V. Golkov, M. Meissner, I. Lipp, E. Sgarlata, V. Tomassini, D. K. Jones and D. Cremers
Reference:
q-Space Novelty Detection with Variational Autoencoders (A. Vasilev, V. Golkov, M. Meissner, I. Lipp, E. Sgarlata, V. Tomassini, D. K. Jones and D. Cremers), In MICCAI 2019 International Workshop on Computational Diffusion MRI, 2019. 
Bibtex Entry:
@inproceedings{Vasilev-et-al-2018,
 author = {A. Vasilev and V. Golkov and M. Meissner and I. Lipp and E. Sgarlata and V. Tomassini and D. K. Jones and D. Cremers},
 title = {{q}-{S}pace Novelty Detection with Variational Autoencoders},
 year = {2019},
 booktitle = {{MICCAI} 2019 International Workshop on Computational Diffusion {MRI}},
 eprint = {1806.02997},
 eprinttype = {arXiv},
 keywords = {deep learning, novelty detection, anomaly detection, neural networks, medical imaging, magnetic resonance imaging, diffusion MRI},
 award = {Oral Presentation},
}
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q-Space Novelty Detection with Variational Autoencoders (bibtex)
q-Space Novelty Detection with Variational Autoencoders (bibtex)
by A. Vasilev, V. Golkov, M. Meissner, I. Lipp, E. Sgarlata, V. Tomassini, D. K. Jones and D. Cremers
Reference:
q-Space Novelty Detection with Variational Autoencoders (A. Vasilev, V. Golkov, M. Meissner, I. Lipp, E. Sgarlata, V. Tomassini, D. K. Jones and D. Cremers), In MICCAI 2019 International Workshop on Computational Diffusion MRI, 2019. 
Bibtex Entry:
@inproceedings{Vasilev-et-al-2018,
 author = {A. Vasilev and V. Golkov and M. Meissner and I. Lipp and E. Sgarlata and V. Tomassini and D. K. Jones and D. Cremers},
 title = {{q}-{S}pace Novelty Detection with Variational Autoencoders},
 year = {2019},
 booktitle = {{MICCAI} 2019 International Workshop on Computational Diffusion {MRI}},
 eprint = {1806.02997},
 eprinttype = {arXiv},
 keywords = {deep learning, novelty detection, anomaly detection, neural networks, medical imaging, magnetic resonance imaging, diffusion MRI},
 award = {Oral Presentation},
}
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members:golkov

Dr. Vladimir Golkov

Postdoctoral ResearcherTechnical University of Munich

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

Tel: +49-89-289-17777
Fax: +49-89-289-17757
Office: 02.09.061
Mail: vladimir.golkov@tum.de

Students who did projects under my supervision went on to become PhD students of Prof. Cremers, Prof. Navab, Prof. Rost, Prof. Nießner, Prof. Haddadin, Prof. Precup, Prof. Razansky, Prof. Ntziachristos (with Prof. van der Smagt), Prof. Griffin & Prof. Kleinberg, Prof. Van Gool, Prof. Schindler, Prof. Liò, Prof. Theis, and others.

Quick links: C++, Matlab (without password), Python, NumPy, best coding practices, software craftsmanship, student projects, mathematical image processing (free access through TUM), proximal algorithms, biology, literature network 1 2, research and scientific writing 1 2 3, thesis guide, soft skills manual for students, TUM Career Guide for International Students, TUM Career Manual, PhD scholarships 1 2 3 4 etc., conferences, Ten Simple Rules series

Grant support: Deutsche Telekom Foundation