Both sides previous revision
Previous revision
Next revision
|
Previous revision
Next revision
Both sides next revision
|
members:golkov [2020/01/09 12:51] Dr. Vladimir Golkov |
members:golkov [2024/03/06 21:04] Dr. Vladimir Golkov |
| <member/> |
| |
| Consultation hours: can be arranged by email. |
| |
{{page>includes:member}} | My work focuses on **deep learning since 2014**. My research interests include: |
| * data structures such as **high-dimensional and geometric data**, |
| * data-processing goals **beyond supervised learning**, for example clustering or anomaly detection, |
| * areas of application such as **biomedicine and physics**. |
| |
| <html><p></p></html> |
| |
| <fc #0065bd>Students who did projects with me went on to become PhD students at TUM, LMU, Mila, ETHZ, Cambridge, Stanford, and more.</fc> |
| |
| Some useful links are [[#quick_links|down here]]. Grant support: Deutsche Telekom Foundation |
| |
| /* |
| <html> |
| <!-- |
| If you can see this in the page source, then the DokuWiki comment option (slash asterisk comment asterisk slash) is broken. |
Students who did projects under my supervision went on to become PhD students of | Students who did projects under my supervision went on to become PhD students of |
[[https://vision.in.tum.de/|Prof. Cremers]], | [[https://vision.in.tum.de/|Prof. Cremers]], |
[[http://campar.in.tum.de/Chair/PeopleList|Prof. Navab]], | [[http://campar.in.tum.de/Chair/PeopleList|Prof. Navab]], |
[[https://rostlab.org/group/people|Prof. Rost]], | [[https://rostlab.org/group/people|Prof. Rost]], |
| [[https://www.in.tum.de/gagneurlab/members/|Prof. Gagneur]], |
[[https://niessnerlab.org/team.html|Prof. Nießner]], | [[https://niessnerlab.org/team.html|Prof. Nießner]], |
| [[http://aim-lab.io/#people|Prof. Rückert]], |
| [[http://ai-med.de/people/|Prof. Wachinger]], |
[[http://www.msrm.tum.de/rsi/team/|Prof. Haddadin]], | [[http://www.msrm.tum.de/rsi/team/|Prof. Haddadin]], |
[[https://mila.quebec/en/mila/team/|Prof. Precup]], | [[https://mila.quebec/en/mila/team/|Prof. Precup]], |
[[http://www.razanskylab.org/members/|Prof. Razansky]], | [[http://www.razanskylab.org/members/|Prof. Razansky]], |
[[https://www.cbi.ei.tum.de/index.php?id=people|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), |
Prof. Griffin & [[https://github.com/ben-aaron188/ben-aaron188.github.io#user-content-phd-students|Prof. Kleinberg]], | [[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.in.tum.de/en/caps/staff/|Prof. Schulz]], |
| Prof. Griffin & [[https://bkleinberg.net/#phd-students|Prof. Kleinberg]], |
| [[https://icu.ee.ethz.ch/people/phd-students.html|Prof. Van Gool]], |
| [[https://prs.igp.ethz.ch/group/people.html|Prof. Schindler]], |
| [[https://www.cl.cam.ac.uk/people/students.html|Prof. Liò]], |
| [[https://graphics.unizar.es/team.html|Prof. Jarabo]], |
and others. | and others. |
| --> |
| </html> |
| */ |
| |
| |
| |
| Publications:<bibtex> |
| <author>Golkov|coauthors</author> |
| <bytype>-1</bytype> |
| <showmenu>0</showmenu> |
| </bibtex> |
| |
| /* |
| <html> |
| <!-- |
| "coauthors" in the bibtexbrowser tag is for including entries like "100 coauthors" whose names are not implicitly listed. |
| --> |
| </html> |
| */ |
| |
| /*<html><div id="quick-links"></html>*/ |
| <html><a name="quick_links"></a></html> |
Quick links: | Quick links: |
| |
[[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]] |
[[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|NumPy]], | [[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|NumPy]], |
[[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|software craftsmanship]], | [[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://www.ibiology.org/biology-topics/|biology (headings are clickable)]], | [[https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmr.a.20123|magnetic resonance]], |
| biology |
| [[https://www.ibiology.org/biology-topics/|1]] |
| [[https://pdb101.rcsb.org/browse|2]], |
| |
| [[https://rockt.github.io/2018/08/29/msc-advice|student projects]], |
| literature network |
| [[https://www.connectedpapers.com/|1]] |
| [[https://www.citationgecko.com/|2]], |
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.techtalents.io/wp-content/uploads/2019/10/UnternehmerTUM_Handbuch-Soft-Skills_-2019.pdf|soft skills manual for students]], | [[https://www.techtalents.io/wp-content/uploads/2019/10/UnternehmerTUM_Handbuch-Soft-Skills_-2019.pdf|soft skills manual for students]], |
[[https://www.together.tum.de/en/news/publications/tum-career-guide/|TUM Career Guide for International Students]], | [[https://www.together.tum.de/en/news/publications/tum-career-guide/|TUM Career Guide for International Students]], |
[[https://www.together.tum.de/en/news/publications/career-manual/|TUM Career Manual]], | [[https://www.community.tum.de/en/career-service/#career-guide|TUM Career Guide (English)]] |
PhD scholarships | [[https://www.community.tum.de/career-service/#career-guide|TUM Career Guide (German)]] |
| ([[https://docplayer.org/1221036-Tum-handbuch-fuer-ihre-karriere.html|old edition as PDF]]), |
| 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]], |
| |
Grant support: Deutsche Telekom Foundation | [[http://web.archive.org/web/20230309082931/https://www.in.tum.de/in/fuer-studierende/master-studiengaenge/informatik/wahlmodule/fpso-2018/|TUM MSc Informatics elective modules and areas]] |
| /*<html></div></html>*/ |
| |
| |
<bibtex> | |
<author>V. Golkov</author> | |
<bytype>-1</bytype> | |
</bibtex> | |
| |