Saifullah Saifullah

21 papers B 1Journal 14Unranked 6

Year	Rank	Type	Title / 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