no code implementations • 5 Oct 2023 • Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
We conduct a comprehensive evaluation of the algorithm across various client and privacy settings, and demonstrate its capability to achieve comparable performance and privacy guarantees to standalone DP, even when accommodating an increasing number of participating clients.
1 code implementation • TechArXiv 2022 • Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
Our approach achieves a new peak performance in image-based classification on two popular document datasets, namely RVL-CDIP and Tobacco3482, with a top-1 classification accuracy of 94. 17% and 95. 57% on the two datasets, respectively.
Ranked #1 on Document Image Classification on Tobacco-3482