GPU-Based Optimization of Self-Organizing Map Feature Matching for Real-Time Stereo Vision. - Kajal Sharma; Saifullah Saifullah; Inkyu Moon (J. Inform. and Commun. Convergence Engineering, 2014)

Energy Efficient Resource Allocation and Computation Offloading Strategy in a UAV-enabled Secure Edge-Cloud Computing System. - Umar Ajaib Khan; Waqas Khalid; Saifullah Saifullah (SmartIoT, 2020)

Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. - Saifullah Saifullah; Shoaib Ahmed Siddiqui; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICPR, 2022)

Privacy Meets Explainability: A Comprehensive Impact Benchmark. - Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2022)

ColDBin: Cold Diffusion for Document Image Binarization. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (5), 2023)

PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2023)

Analyzing the potential of active learning for document image classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2023)

Latent Diffusion for Guided Document Table Generation. - Syed Jawwad Haider Hamdani; Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (5), 2024)

StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. - Nauman Riaz; Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (2), 2024)

DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (ICDAR (4), 2024)

The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2024)

The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods. - Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (Frontiers Artif. Intell., 2024)

DocXclassifier: towards a robust and interpretable deep neural network for document image classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2024)

Towards privacy preserved document image classification: a comprehensive benchmark. - Saifullah Saifullah; Dominique Mercier; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2024)

DP-DocLDM: Differentially Private Document Image Generation using Latent Diffusion Models. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2025)

DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification. - Saifullah Saifullah; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2025)