Jan Melchior

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 5

Top Topics

Image Statistics

Undirected Graphical Models

Top Venues

ITG Symposium on Speech Communication

Publications

Ufuk Kacmaz, Jan Melchior, Daniela Horn, Andreas Witte, Sebastian Schoenen, Sebastian Houben
Fully Automated, Realistic License Plate Substitution in Real-Life Images. ITSC (2021)
Jan Melchior, Mehdi Bayati, Amir Hossein Azizi, Sen Cheng, Laurenz Wiskott
A Hippocampus Model for Online One-Shot Storage of Pattern Sequences. CoRR (2019)
Jan Melchior, Laurenz Wiskott
Hebbian-Descent. CoRR (2019)
Jan Freiwald, Mahdie Karbasi, Steffen Zeiler, Jan Melchior, Varun Raj Kompella, Laurenz Wiskott, Dorothea Kolossa
Utilizing Slow Feature Analysis for Lipreading. ITG Symposium on Speech Communication (2018)
Jan Melchior, Asja Fischer, Laurenz Wiskott
How to Center Deep Boltzmann Machines. J. Mach. Learn. Res. 17 (2016)
Nan Wang, Jan Melchior, Laurenz Wiskott
Gaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics. CoRR (2014)
Jan Melchior, Asja Fischer, Nan Wang, Laurenz Wiskott
How to Center Binary Restricted Boltzmann Machines. CoRR (2013)
Nan Wang, Jan Melchior, Laurenz Wiskott
An analysis of Gaussian-binary restricted Boltzmann machines for natural images. ESANN (2012)