Alexander Shekhovtsov (Preferred)
Alexander Shekhovtsov
Assistant Professor, Czech Technical University in Prague
Joined
August 2018
Names
Emails
****@gmail.com (Confirmed)
****@cmp.felk.cvut.cz (Confirmed)
****@fel.cvut.cz
Personal Links
Career & Education History
Assistant Professor
Czech Technical University in Prague (cvut.cz)
2020 – Present
Postdoc
Czech Technical University in Prague (cvut.cz)
2017 – 2019
Post Doc
Graz University of Technology (tugraz.at)
2014 – 2016
Graduate Student
Czech Technical University in Prague (cvut.cz)
2006 – 2013
Advisors, Relations & Conflicts
Coauthor
Zoltã¡n Bã¡lint
2016 – 2016
Postdoc Advisor
Thomas Pock
2014 – 2016
Coauthor
Christoph Schnã¶rr
2014 – 2016
Coauthor
Juan d. Garcãa-arteaga
2008 – 2008
Expertise
quantized and discrete neural networks
, semi-supervised learning
2022 – Present
variational autoencoders
, semantic hashing
, representation learning
2020 – Present
stochastic binary networks
, quantization
2019 – Present
bayesian learning
, mirror descent
2018 – Present
gradient estimation with discrete random variables
2018 – Present
normalization
2017 – Present
assumed density filtering
2017 – Present
Publications
Co-Authors
- Alexander Kirillov
- Andrea Olschewski
- Bogdan Savchynskyy
- Boris Flach
- Carsten Rother
- Christian Payer
- Christian Reinbacher
- Christian Sormann
- Christoph Schnörr
- Daniel Barath
- Daniel Huber
- Dmitrij Schlesinger
- Dmitry Molchanov
- Dmitry P. Vetrov
- Emina Talakic
- Eszter Nagy
- Friedrich Fraundorfer
- Horst Olschewski
- Ivan Kovtun
- James Hooper
- Jiri Matas
- Juan D. García-Arteaga
- Jörg Hendrik Kappes
- Martin Urschler
- Mengtian Li