Publikationen

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1. Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

   The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods

   In: Frontiers in Artificial Intelligence (Front. Artif. Intell.), Vol. 7, Pages 1-26, Frontiers, 7/2024.

2. Saifullah Saifullah; Dominique Mercier; Stefan Agne; Andreas Dengel; Sheraz Ahmed

   Towards privacy preserved document image classification: a comprehensive benchmark

   In: International Journal on Document Analysis and Recognition (IJDAR), Vol. Special Issue Paper, Springer Nature, 2024.

3. Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

   ColDBin: Cold Diffusion for Document Image Binarization

   In: Document Analysis and Recognition - ICDAR 2023. International Conference on Document Analysis and Recognition (ICDAR-2023), located at The 17th …

4. Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

   Analyzing the potential of active learning for document image classification

   In: International Journal on Document Analysis and Recognition (IJDAR), Vol. 26, Pages 187-209, Springer Nature, 4/2023.

5. Saifullah Saifullah; Shoaib Ahmed Siddiqui; Stefan Agne; Andreas Dengel; Sheraz Ahmed

   Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification

   In: 26th International Conference on Pattern Recognition 2022. International Conference on Pattern Recognition (ICPR-2022), August 21-25, Montreal, …

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