My Research

Browse my papers, datasets, software, and project pages here. Start with the interactive map to explore how the work connects across spine vision, pose estimation, biomechanics, multimodal learning, and document AI, then use the publication list below for the full record.

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Publications

Full list of papers, preprints, theses, reports, datasets, and software pages. Sort by title or year to scan the work from different angles.

Amortized Inverse Kinematics via Graph Attention for Real-Time Human Avatar Animation Muhammad Saif Ullah Khan, Chen-Yu Wang, Tim Prokosch, Michael Lorenz, Bertram Taetz, Didier Stricker arXiv · Preprint [arXiv] [Page]	2026
SIMSPINE: A Biomechanics-Aware Simulation Framework for 3D Spine Motion Annotation and Benchmarking Muhammad Saif Ullah Khan, Didier Stricker CVPR 2026 · Conference paper [Paper] [arXiv] [Dataset] [Code] [Inference] [Video] [Page]	2026
PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit Muhammad Saif Ullah Khan, Didier Stricker WACV 2026 · Conference paper [Paper] [arXiv] [Code] [Benchmarks] [Docs] [Page]	2025
Towards Unconstrained 2D Pose Estimation of the Human Spine Muhammad Saif Ullah Khan, Stephan Krauß, Didier Stricker CVSports at CVPR 2025 · Workshop paper [Paper] [arXiv] [Dataset] [Code] [Inference] [Page]	2025
Classroom-Inspired Multi-mentor Distillation with Adaptive Learning Strategies Shalini Sarode*, Muhammad Saif Ullah Khan*, Tahira Shehzadi, Didier Stricker, Muhammad Zeshan Afzal Intelligent Systems Conference 2025 · Conference paper [Paper] [arXiv] [Code] [Slides] [Page]	2025
SituationalLLM: Proactive Language Models with Scene Awareness for Dynamic, Contextual Task Guidance Muhammad Saif Ullah Khan, Muhammad Zeshan Afzal, Didier Stricker Open Research Europe · Journal paper [Paper] [arXiv] [Code] [Dataset] [Page]	2025
Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation Muhammad Saif Ullah Khan, Sankalp Sinha, Didier Stricker, Marcus Liwicki, Muhammad Zeshan Afzal IEEE Access · Journal paper [Paper] [arXiv] [Code] [Dataset] [Page]	2024
Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification Muhammad Saif Ullah Khan*, Tahira Shehzadi*, Rabeya Noor, Didier Stricker, Muhammad Zeshan Afzal DAS Workshop at ICDAR 2024 · Workshop paper [Paper] [arXiv] [Code] [Dataset] [Page]	2024
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification Sankalp Sinha, Muhammad Saif Ullah Khan, Talha Uddin Sheikh, Didier Stricker, Muhammad Zeshan Afzal ICDAR 2024 · Conference paper [Paper] [Code] [Page]	2024
Estimating Human Poses Across Datasets: A Unified Skeleton and Multi-Teacher Distillation Approach Muhammad Saif Ullah Khan, Dhavalkumar Limbachiya, Didier Stricker, Muhammad Zeshan Afzal arXiv · Preprint [arXiv] [Page]	2024
Human Pose Descriptions and Subject-Focused Attention for Improved Zero-Shot Transfer in Human-Centric Classification Tasks Muhammad Saif Ullah Khan, Muhammad Ferjad Naeem, Federico Tombari, Luc Van Gool, Didier Stricker, Muhammad Zeshan Afzal arXiv · Preprint [arXiv] [Dataset] [Page]	2024
Learning to Reconstruct Textureless and Transparent Surfaces in 3D Muhammad Saif Ullah Khan, Muhammad Zeshan Afzal, Didier Stricker RPTU Kaiserslautern-Landau · Master's thesis [Paper] [Slides] [Page]	2022
Three-Dimensional Reconstruction from a Single RGB Image using Deep Learning: A Review Muhammad Saif Ullah Khan, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal Journal of Imaging · Journal paper [Paper] [Page]	2022
BCSD: A novel segmentation dataset for signatures on bank checks Muhammad Saif Ullah Khan arXiv · Preprint [arXiv] [Code] [Dataset] [Page]	2021
Signature Verification Muhammad Saif Ullah Khan, Muhammad Mahad Tariq, Bilal Ahmad National University of Sciences and Technology (NUST) · Bachelor's thesis [Paper] [Code] [Video] [Page]	2018

Showing 15 research publications.