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members:golkov [2021/12/13 09:45] Dr. Vladimir Golkov |
members:golkov [2024/04/18 16:53] (current) Dr. Vladimir Golkov |
<member/> | <member/> |
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| Consultation hours: can be arranged by email. |
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My work focuses on **deep learning since 2014**. My research interests include: | My work focuses on **deep learning since 2014**. My research interests include: |
* areas of application such as **biomedicine and physics**. | * areas of application such as **biomedicine and physics**. |
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Students who did projects under my supervision went on to become PhD students at TUM, Mila, ETHZ, Cambridge, and more. | <html><p></p></html> |
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| <fc #0065bd>Students who did projects with me went on to become PhD students at TUM, LMU, Mila, ETHZ, Cambridge, Stanford, and more.</fc> |
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Quick links are [[#quick-links|down here]]. Grant support: Deutsche Telekom Foundation | Some useful links are [[#quick_links|down here]]. Grant support: Deutsche Telekom Foundation |
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[[https://www.helmholtz-muenchen.de/ibmi/people/phd-students/index.html|Prof. Ntziachristos]] | [[https://www.helmholtz-muenchen.de/ibmi/people/phd-students/index.html|Prof. Ntziachristos]] |
(with Prof. van der Smagt), | (with Prof. van der Smagt), |
[[https://www.helmholtz-muenchen.de/icb/research/groups/machine-learning/staff/index.html|Prof. Theis]], | [[https://www.helmholtz-muenchen.de/icb/research/labs/machine-learning/staff/index.html|Prof. Theis]], |
[[https://www.model.in.tum.de/people/runkler/|Prof. Runkler]], | [[https://www.model.in.tum.de/people/runkler/|Prof. Runkler]], |
[[https://www.in.tum.de/en/caps/staff/|Prof. Schulz]], | [[https://www.in.tum.de/en/caps/staff/|Prof. Schulz]], |
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Publications:<bibtex> | Publications:<bibtex> |
<author>V. Golkov</author> | <author>Golkov|coauthors</author> |
<bytype>-1</bytype> | <bytype>-1</bytype> |
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<html><div id="quick-links"></html> | /*<html><div id="quick-links"></html>*/ |
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Quick links: | Quick links: |
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[[https://isocpp.org/faq|C++]], | [[https://isocpp.org/faq|C++]], |
[[https://de.mathworks.com/matlabcentral/fileexchange/5685-writing-fast-matlab-code|Matlab]] | [[https://de.mathworks.com/matlabcentral/fileexchange/5685-writing-fast-matlab-code|Matlab]] |
[[http://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.1001745#s1a|best coding practices]], | [[http://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.1001745#s1a|best coding practices]], |
[[https://www.safaribooksonline.com/library/view/apprenticeship-patterns/9780596806842/#toc-start|apprenticeship patterns / software craftsmanship (table of contents can be expanded and contains links to the entire book)]], | [[https://www.safaribooksonline.com/library/view/apprenticeship-patterns/9780596806842/#toc-start|apprenticeship patterns / software craftsmanship (table of contents can be expanded and contains links to the entire book)]], |
[[https://rockt.github.io/2018/08/29/msc-advice|student projects]], | |
[[https://www.springer.com/de/book/9783834810373|mathematical image processing]] | [[https://link.springer.com/book/10.1007/978-3-030-01458-2|mathematical image processing]] |
([[http://link.springer.com.eaccess.ub.tum.de/978-3-8348-9814-2|free access through TUM]]), | ([[https://link-springer-com.eaccess.ub.tum.de/content/pdf/10.1007%2F978-3-030-01458-2.pdf|free access through TUM]]), |
| <html><!--https://link-springer-com.eaccess.ub.tum.de/content/pdf/10.1007%2F978-3-8348-9814-2.pdf--></html> |
[[https://web.stanford.edu/~boyd/papers/prox_algs.html|proximal algorithms]], | [[https://web.stanford.edu/~boyd/papers/prox_algs.html|proximal algorithms]], |
[[https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmr.a.20123|magnetic resonance]], | [[https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmr.a.20123|magnetic resonance]], |
[[https://www.ibiology.org/biology-topics/|1]] | [[https://www.ibiology.org/biology-topics/|1]] |
[[https://pdb101.rcsb.org/browse|2]], | [[https://pdb101.rcsb.org/browse|2]], |
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| [[https://rockt.github.io/2018/08/29/msc-advice|student projects]], |
literature network | literature network |
[[https://www.connectedpapers.com/|1]] | [[https://www.connectedpapers.com/|1]] |
research and scientific writing | research and scientific writing |
[[https://cdn.journals.aps.org/files/rmpguapa.pdf|1]] | [[https://cdn.journals.aps.org/files/rmpguapa.pdf|1]] |
[[https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/#!other-resources|2]] | [[https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/other-resources/|2]] |
[[https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/|3]], | [[https://www.microsoft.com/en-us/research/academic-program/write-great-research-paper/|3]], |
[[https://thesisguide.org/|thesis guide]], | [[https://thesisguide.org/|thesis guide]], |
[[https://www.community.tum.de/en/career-service/#career-guide|TUM Career Guide (English)]] | [[https://www.community.tum.de/en/career-service/#career-guide|TUM Career Guide (English)]] |
[[https://www.community.tum.de/career-service/#career-guide|TUM Career Guide (German)]] | [[https://www.community.tum.de/career-service/#career-guide|TUM Career Guide (German)]] |
([[old edition as PDF|https://docplayer.org/1221036-Tum-handbuch-fuer-ihre-karriere.html]]), | ([[https://docplayer.org/1221036-Tum-handbuch-fuer-ihre-karriere.html|old edition as PDF]]), |
PhD scholarships | PhD or exchange scholarships |
[[https://www.stipendienlotse.de/|1]] | [[https://www.stipendienlotse.de/|1]] |
[[https://www.daad.de/deutschland/stipendium/datenbank/en/21148-scholarship-database/|2]] | [[https://www.daad.de/deutschland/stipendium/datenbank/en/21148-scholarship-database/|2]] |
[[https://www.mystipendium.de/|3]] | [[https://www.mystipendium.de/|3]] |
[[https://www.e-fellows.net/Studium/Stipendien/Stipendien-Datenbank/Stipendium-suchen-finden|4]] etc., | [[https://www.e-fellows.net/Studium/Stipendien/Stipendien-Datenbank/Stipendium-suchen-finden|4]] |
| [[https://www.research-in-germany.org/en/research-funding.html|5]] |
| etc., |
[[https://www.ismrm.org/14/TWAG.htm|conferences]], | [[https://www.ismrm.org/14/TWAG.htm|conferences]], |
[[http://collections.plos.org/ten-simple-rules|Ten Simple Rules series]] | [[http://collections.plos.org/ten-simple-rules|Ten Simple Rules series]], |
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| TUM M.Sc. Informatics elective modules and areas: [[http://web.archive.org/web/20230309082931/https://www.in.tum.de/in/fuer-studierende/master-studiengaenge/informatik/wahlmodule/fpso-2018/|list from 2023]], [[https://vuenc.github.io/TUM-Master-Informatics-Offered-Lectures/informatics-all.html|unofficial list only for a certain semester?]], [[https://campus.tum.de/tumonline/wbstpcs.showSpoTree?pStpStpNr=4731|curriculum with official list]] |
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