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ORCIDSaifullah Saifullah
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Journal Articles
- 2024
[j6]Saifullah Saifullah
, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access 12: 103537-103564 (2024)- [j5]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. Frontiers Artif. Intell. 7 (2024) - [j4]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXclassifier: towards a robust and interpretable deep neural network for document image classification. Int. J. Document Anal. Recognit. 27(3): 447-473 (2024) - [j3]Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Towards privacy preserved document image classification: a comprehensive benchmark. Int. J. Document Anal. Recognit. 27(3): 475-499 (2024) - 2023
- [j2]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. 26(3): 187-209 (2023) - 2014
- [j1]Kajal Sharma, Saifullah Saifullah, Inkyu Moon:
GPU-Based Optimization of Self-Organizing Map Feature Matching for Real-Time Stereo Vision. J. Inform. and Commun. Convergence Engineering 12(2): 128-134 (2014)
Conference and Workshop Papers
- 2024
- [c6]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123 - [c5]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383 - [c4]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444 - 2023
- [c3]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226 - 2022
- [c2]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. ICPR 2022: 1628-1635 - 2020
- [c1]Umar Ajaib Khan, Waqas Khalid, Saifullah Saifullah:
Energy Efficient Resource Allocation and Computation Offloading Strategy in a UAV-enabled Secure Edge-Cloud Computing System. SmartIoT 2020: 58-63
Informal and Other Publications
- 2024
- [i5]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR abs/2407.03830 (2024) - [i4]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR abs/2407.15608 (2024) - [i3]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. CoRR abs/2408.09800 (2024) - 2023
- [i2]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR abs/2310.03777 (2023) - 2022
- [i1]Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR abs/2211.04110 (2022)
Coauthor Index
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