Saifullah Saifullah

21 papers B 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
DocDjinn: Controllable Synthetic Document Generation with VLMs and Handwriting Diffusion.
CoRR
Marcel Lamott, Saifullah Saifullah, Nauman Riaz, Yves-Noel Weweler, Tobias Alt-Veit, Ahmad Sarmad Ali, Muhammad Armaghan Shakir, Adrian Kalwa, Momina Moetesum, Andreas Dengel, Sheraz Ahmed, Faisal Shafait, Ulrich Schwanecke, Adrian Ulges
2025 — conf
DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models.
ICDAR (4)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025 J jnl
DP-DocLDM: Differentially Private Document Image Generation using Latent Diffusion Models.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2025 J jnl
DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
DocXclassifier: towards a robust and interpretable deep neural network for document image classification.
Int. J. Document Anal. Recognit.
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 — conf
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification.
ICDAR (4)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 — conf
Latent Diffusion for Guided Document Table Generation.
ICDAR (5)
Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Latent Diffusion for Guided Document Table Generation.
CoRR
Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 — conf
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation.
ICDAR (2)
Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation.
CoRR
Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification.
IEEE Access
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2024 J jnl
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods.
Frontiers Artif. Intell.
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Towards privacy preserved document image classification: a comprehensive benchmark.
Int. J. Document Anal. Recognit.
Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Analyzing the potential of active learning for document image classification.
Int. J. Document Anal. Recognit.
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 — conf
ColDBin: Cold Diffusion for Document Image Binarization.
ICDAR (5)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 J jnl
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction.
CoRR
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2022 B conf
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification.
ICPR
Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Privacy Meets Explainability: A Comprehensive Impact Benchmark.
CoRR
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2020 — conf
Energy Efficient Resource Allocation and Computation Offloading Strategy in a UAV-enabled Secure Edge-Cloud Computing System.
SmartIoT
Umar Ajaib Khan, Waqas Khalid, Saifullah Saifullah
2014 J jnl
GPU-Based Optimization of Self-Organizing Map Feature Matching for Real-Time Stereo Vision.
J. Inform. and Commun. Convergence Engineering
Kajal Sharma, Saifullah Saifullah, Inkyu Moon