| The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods S Saifullah, D Mercier, A Lucieri, A Dengel, S Ahmed Frontiers in Artificial Intelligence 7, 1236947, 2024 | 12* | 2024 |
| Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification Saifullah, SA Siddiqui, S Agne, A Dengel, S Ahmed 2022 26th International Conference on Pattern Recognition (ICPR), 1628-1635, 2022 | 10 | 2022 |
| Analyzing the potential of active learning for document image classification S Saifullah, S Agne, A Dengel, S Ahmed International Journal on Document Analysis and Recognition (IJDAR) 26 (3 …, 2023 | 6 | 2023 |
| Coldbin: Cold diffusion for document image binarization S Saifullah, S Agne, A Dengel, S Ahmed International Conference on Document Analysis and Recognition, 207-226, 2023 | 3 | 2023 |
| The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification S Agne, A Dengel, S Ahmed IEEE Access, 2024 | 1* | 2024 |
| DocXclassifier: towards a robust and interpretable deep neural network for document image classification S Saifullah, S Agne, A Dengel, S Ahmed International Journal on Document Analysis and Recognition (IJDAR), 1-27, 2024 | 1 | 2024 |
| Towards privacy preserved document image classification: a comprehensive benchmark S Saifullah, D Mercier, S Agne, A Dengel, S Ahmed International Journal on Document Analysis and Recognition (IJDAR), 1-25, 2024 | 1 | 2024 |
| Latent Diffusion for Guided Document Table Generation SJH Hamdani, S Saifullah, S Agne, A Dengel, S Ahmed International Conference on Document Analysis and Recognition, 368-383, 2024 | | 2024 |
| StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation N Riaz, S Saifullah, S Agne, A Dengel, S Ahmed International Conference on Document Analysis and Recognition, 429-444, 2024 | | 2024 |
| Latent Diffusion for Guided Document Table Generation S Jawwad Haider Hamdani, S Saifullah, S Agne, A Dengel, S Ahmed arXiv e-prints, arXiv: 2408.09800, 2024 | | 2024 |
| DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification S Saifullah, S Agne, A Dengel, S Ahmed arXiv preprint arXiv:2407.03830, 2024 | | 2024 |
| PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction S Saifullah, S Agne, A Dengel, S Ahmed arXiv preprint arXiv:2310.03777, 2023 | | 2023 |
| DocXClassifier: Towards an Interpretable Deep Convolutional Neural Network for Document Image Classification S Saifullah, S Agne, A Dengel, S Ahmed TechRxiv, 2022 | | 2022 |
Andreas DengelProfessor of Computer Science, University of Kaiserslautern & Executive Director, DFKIVerified email at dfki.de
