1 code implementation • 7 Jun 2022 • Martin Gauch, Maximilian Beck, Thomas Adler, Dmytro Kotsur, Stefan Fiel, Hamid Eghbal-zadeh, Johannes Brandstetter, Johannes Kofler, Markus Holzleitner, Werner Zellinger, Daniel Klotz, Sepp Hochreiter, Sebastian Lehner
We introduce SubGD, a novel few-shot learning method which is based on the recent finding that stochastic gradient descent updates tend to live in a low-dimensional parameter subspace.
no code implementations • 25 May 2017 • Vincent Christlein, Martin Gropp, Stefan Fiel, Andreas Maier
The focus lies on the ICDAR17 competition dataset on historical document writer identification (Historical-WI).
4 code implementations • 9 May 2017 • Tobias Grüning, Roger Labahn, Markus Diem, Florian Kleber, Stefan Fiel
Well established text line segmentation evaluation schemes such as the Detection Rate or Recognition Accuracy demand for binarized data that is annotated on a pixel level.
no code implementations • International Conference on Document Analysis and Recognition 2013 • Florian Kleber, Stefan Fiel, Markus Diem, Robert Sablatnig
In this paper a public database for writer retrieval, writer identification and word spotting is presented.