Publications

[Google Scholar]

• STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries Featured T. Shehzadi, K. A. Hashmi, S. Sarode, D. Stricker, M. Z. Afzal — ICCV, 2025
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  @InProceedings{Shehzadi_2025_ICCV,
    author    = {Shehzadi, Tahira and Hashmi, Khurram Azeem and Sarode, Shalini and Stricker, Didier and Afzal, Muhammad Zeshan},
    title     = {STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2025},
    pages     = {3069-3079}
  }

  
• Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection Featured T. Shehzadi, K. A. Hashmi, D. Stricker, M. Z. Afzal — CVPR, 2024
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• Mask-Aware Semi-Supervised Object Detection in Floor Plans T. Shehzadi, K. A. Hashmi, D. Stricker, M. Z. Afzal — Sensors, 2022
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• SemiTabDETR: End-to-End Semi-Supervised Table Detection with Transformer-based Enhanced Query Approach T. Shehzadi, D. Stricker, M. Z. Afzal — ICDAR, 2025
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• Efficient Additive Attention for Transformer-based Semi-supervised Document Layout Analysis T. Shehzadi, I. Ifza, D. Stricker, M. Z. Afzal — ICCV Workshop, 2025
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• DocSemi: Efficient Document Layout Analysis with Guided Queries T. Shehzadi, I. Ifza, D. Stricker, M. Z. Afzal — ICCV Workshop, 2025
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• A Hybrid Approach for Document Layout Analysis in Document Images T. Shehzadi, D. Stricker, M. Z. Afzal — ICDAR, 2024
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• Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer T. Shehzadi, S. Sarode, D. Stricker, M. Z. Afzal — ICDAR, 2024
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• Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification M. S. Khan*, T. Shehzadi*, R. Noor, D. Stricker, M. Z. Afzal — ICDAR Workshop, 2024
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• End-to-End Semi-Supervised Approach with Modulated Object Queries for Table Detection in Documents I. Ehsan, T. Shehzadi, D. Stricker, M. Z. Afzal — IJDAR, 2024
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• UnSupDLA: Towards Unsupervised Document Layout Analysis T. Sheikh*, T. Shehzadi*, R. Noor, D. Stricker, M. Z. Afzal — ICDAR Workshop, 2024
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• Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer T. Shehzadi, K. A. Hashmi, M. Liwicki, D. Stricker, M. Z. Afzal — ICDAR, 2023
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• FD-SSD: Semi-supervised Detection of Bone Fenestration and Dehiscence in Intraoral Images T. Shehzadi, I. Ifza, D. Stricker, M. Z. Afzal — MIUA, 2025
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• Object Detection with Transformers: A Review T. Shehzadi, K. A. Hashmi, D. Stricker, M. Z. Afzal — Sensors, 2025
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• Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer T. Shehzadi, I. Ifza, M. Liwicki, D. Stricker, M. Z. Afzal — Sensors, 2026, Vol. 26(1), p. 310
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• Knowledge Distillation in Object Detection: A Survey from CNN to Transformer T. Shehzadi, R. Noor, I. Ifza, M. Liwicki, D. Stricker, M. Z. Afzal — Sensors, 2026, Vol. 26(1), p. 292
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• Classroom-Inspired Multi-mentor Distillation with Adaptive Learning Strategies S. Sarode, M. S. Khan, T. Shehzadi, D. Stricker, M. Z. Afzal — IntelliSys, 2025
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• Geometric Features and Traffic Dynamic Analysis on 4-leg Intersections W. Saeed, M. S. Saleh, M. N. Gull, H. Raza, R. Saeed, T. Shehzadi — IRASE, 2021
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• Protein Active Site Prediction for Early Drug Discovery and Designing A. Yousaf, T. Shehzadi, A. Farooq, Komal Ilyas — IRASE, 2021
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• Intelligent Predictor Using Cancer-Related Biologically Information Extraction from Cancer Transcriptomes T. Shehzadi, A. Majid, M. Hameed, A. Farooq, A. Yousaf — RAEE & CS, 2020
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