Publications

MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation
authors Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama, Shino Sam, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal,
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), Nashville, Tennessee, USA, IEEE/CVF, 2025.
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Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts
authors Mohammad Sadil Khan, Sankalp Sinha, Talha Uddin Sheikh, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal,
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.
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UnSupDLA: Towards Unsupervised Document Layout Analysis
authors Talha Uddin Sheikh, Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Muhammad Zeshan Afzal,
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.
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Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification
authors Muhammad Saif Ullah Khan, Tahira Shehzadi, Rabeya Noor, Didier Stricker, Muhammad Zeshan Afzal,
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.
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Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer
authors Tahira Shehzadi, Shalini Sarode, Didier Stricker, Muhammad Zeshan Afzal,
In: International Conference on Document Analysis and Recognition (ICDAR-2024). International Conference on Document Analysis and Recognition (ICDAR-2024), Athens, Greece, No. 1-15, Springer, 2024, 2024.
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End-to-End Semi-Supervised approach with Modulated Object Queries for Table Detection in Documents
authors Iqraa Ehsan, Tahira Shehzadi, Didier Stricker, Muhammad Zeshan Afzal,
In: International Journal on Document Analysis and Recognition (IJDAR), Vol. 1, Pages 1-15, Springer, 2024, Athens, Greece, 9/2024.
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CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification
authors Sankalp Sinha, Muhammad Saif Ullah Khan, Talha Uddin Sheikh, Didier Stricker, Muhammad Zeshan Afzal,
In: ICDAR 2024 Main Conference Proceedings. International Conference on Document Analysis and Recognition (ICDAR-2024), 18th International Conference on Document Analysis and Recognition, located at International Conference on Document Analysis and Recognition, August 30 - September 4, Athens, Greece, Springer, 2024.
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A Hybrid Approach for Document Layout Analysis in Document images
authors Tahira Shehzadi, Didier Stricker, Muhammad Zeshan Afzal,
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.
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Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection
authors Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Muhammad Zeshan Afzal,
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.
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Introducing Language Guidance in Prompt-based Continual Learning
authors Muhammad Gulzain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Federico Tombari, Didier Stricker, Muhammad Zeshan Afzal,
In: International Conference on Computer Vision 2023. International Conference on Computer Vision (ICCV-2023), October 2-6, Paris, France, IEEE, 10/2023.
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FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision
authors Khurram Azeem Hashmi, Goutham Kallempudi, Didier Stricker, Muhammad Zeshan Afzal,
In: International Conference on Computer Vision. International Conference on Computer Vision (ICCV-2023), October 2-6, Paris, France, IEEE, 10/2023.
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Towards end-to-end semi-supervised table detection with deformable transformer
authors Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Zeshan Afzal,
In: International Conference on Document Analysis and Recognition (ICDAR-2023). International Conference on Document Analysis and Recognition (ICDAR-2023), Pages 51-76, Springer Nature Switzerland, San Jose, USA, 8/2023.
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Learning Attention Propagation for Compositional Zero-Shot Learning
authors Muhammad Gulzain Ali Khan, Muhammad Ferjad Naeem, Luc Van Gool, Alain Pagani, Didier Stricker, Muhammad Zeshan Afzal,
In: Proceedings of. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), IEEE Xplore, 2023.
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Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection
authors Khurram Azeem Hashmi, Didier Stricker, Muhammad Zeshan Afzal,
British Machine Vision Conference. British Machine Vision Conference (BMVC-2022) 33rd British Machine Vision Conference British Machine Vision Association England 11/2022 .
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BoxMask: Revisiting Bounding Box Supervision for Video Object Detection
authors Khurram Azeem Hashmi, Alain Pagani, Didier Stricker, Muhammad Zeshan Afzal,
In: Winter Conference on Applications of Computer Vision 2023. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), January 3-8, Waikoloa, HI, USA, CVF, 2023.
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