Publications

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Shalini Sarode; Muhammad Saif Ullah Khan; Tahira Shehzadi; Didier Stricker; Muhammad Zeshan Afzal
Classroom-Inspired Multi-Mentor Distillation with Adaptive Learning Strategies
In: Intelligent Systems and Applications. Intelligent Systems Conference (IntelliSys-2025), 11th Intelligent Systems Conference 2025, Amsterdam, Netherlands, Springer Nature Switzerland, 8/2025.
Muhammad Saif Ullah Khan; Muhammad Zeshan Afzal; Didier Stricker
SituationalLLM: Proactive Language Models with Scene Awareness for Dynamic, Contextual Task Guidance [version 1; peer review: awaiting peer review]
In: Open Research Europe, Vol. 5, No. 61, Pages 1-14, Open Research Europe, 3/2025.
Mohammad Sadil Khan; Sankalp Sinha; Talha Uddin Sheikh; Didier Stricker; Sk Aziz Ali; Muhammad Zeshan Afzal
Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts
In: The Thirty-Eighth Annual Conference on Neural Information Processing Systems. Neural Information Processing Systems (NeurIPS-2024), December 10-15, Vancouver, British Columbia, Canada, Pages 7552-7579, Vol. 37, Neural Information Processing Systems, 1/2025.
Sankalp Sinha; Mohammad Sadil Khan; Muhammad Usama; Shino Sam; Didier Stricker; Sk Aziz Ali; Muhammad Zeshan Afzal
MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation
In: In Proceedings of the Forty-Second Annual Conference on Computer Vision and Pattern Recognition (CVPR-25). International Conference on Computer Vision and Pattern Recognition (CVPR-2025), June 11-15, Nashville, Tennessee, USA, IEEE/CVF, 2025.
Muhammad Saif Ullah Khan; Sankalp Sinha; Didier Stricker; Marcus Liwicki; Muhammad Zeshan Afzal
Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation
In: IEEE Access (IEEE), Vol. 12, Pages 1-1, IEEE, 11/2024.
Tahira Shehzadi; Didier Stricker; Muhammad Zeshan Afzal
A Hybrid Approach for Document Layout Analysis in Document images
In: International Conference on Document Analysis and Recognition (ICDAR-2024). International Conference on Document Analysis and Recognition (ICDAR-2024), 18th International Conference on Document Analysis and Recognition, August 30 - September 4, Athen, Greece, Pages 1-15, Springer Lecture Notes in Computer Science (LNCS), Springer Nature, Switzerland, 9/2024.
Iqraa Ehsan; Tahira Shehzadi; Didier Stricker; Muhammad Zeshan Afzal
End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents
In: International Journal on Document Analysis and Recognition (IJDAR), Vol. 1, Pages 1-15, Springer, 2024, Athens, Greece, 9/2024.
Muhammad Saif Ullah Khan; Tahira Shehzadi; Rabeya Noor; Didier Stricker; Muhammad Zeshan Afzal
Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification
In: IAPR International Workshop on Document Analysis Systems. IAPR International Workshop on Document Analysis Systems (DAS-2024), August 29 - September 4, Greece, Springer, 8/2024.
Talha Uddin Sheikh; Tahira Shehzadi; Khurram Azeem Hashmi; Didier Stricker; Muhammad Zeshan Afzal
UnSupDLA: Towards Unsupervised Document Layout Analysis
In: International Workshop on Document Analysis Systems. IAPR International Workshop on Document Analysis Systems (DAS-2024), August 29 - September 4, Springer, Athens, Greece, 8/2024.
Tahira Shehzadi; Khurram Azeem Hashmi; Didier Stricker; Muhammad Zeshan Afzal
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection
In: The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024. International Conference on Computer Vision and Pattern Recognition (CVPR-2024), June 17-21, Seattle, WA, USA, IEEE/CVF, USA, 6/2024.