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Publications

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  1. Pervaiz Khan; Andreas Dengel; Sheraz Ahmed

    Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning

    In: 31st International Conference on Neural Information Processing. International Conference on Neural Information Processing (ICONIP-2024), December 2-6, Auckland, New Zealand, Springer Nature, 2025.

  2. Pervaiz Khan; Andreas Dengel; Sheraz Ahmed

    Improving Medical Image Classification via Representation Fusion and Contrastive Learning

    In: International Conference on Digital Image Computing: Techniques and Applications (DICTA 2024). International Conference on Digital Image Computing Techniques and Applications (DICTA-2024), November 27-29, Pert, Australia, IEEE Xplore, 2025.

  3. Pervaiz Khan; Adread Dengel; Sheraz Ahmed

    Medi-CAT: Contrastive Adversarial Training for Medical Image Classification

    In: Proceedings of ICAART 2024. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome, Italy, SCITEPRESS, 2024.

  4. Pervaiz Khan; Muhammad Nabeel Asim; Andreas Dengel; Sheraz Ahmed

    A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content

    In: Proceedings of ICAART 2024. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome, Italy, SCITEPRESS, 2024.

  5. Pervaiz Khan; Andreas Dengel; Sheraz Ahmed

    Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation

    In: ICAART. International Conference on Agents and Artificial Intelligence (ICAART-2023), February 22-24, Lisbon, Portugal, SCITEPRESS, 2023.

  6. Pervaiz Khan; Shoaib Ahmed Siddiqui; Imran Razzak; Andreas Dengel; Sheraz Ahmed

    Improving Health Mention Classification of Social Media Content using Contrastive Adversarial Training

    In: IEEE Access (IEEE), Vol. 10, Pages 87900-87910, Institute of Electrical and Electronics Engineers (IEEE), 8/2022.

  7. Pervaiz Khan; Imran Razzak; Andreas Dengel; Sheraz Ahmed

    Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification

    In: IEEE Transactions on Computational Social Systems, Pages 1-10, IEEE, 2/2022.

  8. Pervaiz Khan; Imran Razzak; Andreas Dengel; Sheraz Ahmed

    A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets

    In: Artificial Neural Networks and Machine Learning - ICANN 2022 - Proceedings. International Conference on Artificial Neural Networks (ICANN-2022), 31st, September 6-9, Bristol, United Kingdom, Lecture Notes in Computer Science (LNCS), Vol. 13530, Springer, 2022.

  9. Pervaiz Khan; Imran Razzak; Andreas Dengel; Sheraz Ahmed

    Improving personal health mention detection on twitter using permutation based word representation learning

    In: ICONIP 2020: Neural Information Processing. International Conference on Neural Information Processing (ICONIP-2020), November 18-22, Pages 776-785, Lecture Notes in Computer Science (LNCS), Vol. 12532, Springer, Cham, 11/2020.

  10. Muhammad Shoaib Ahmed Siddiqui; Pervaiz Khan; Andreas Dengel; Sheraz Ahmed

    Rethinking Semantic Segmentation for Table Structure Recognition in Documents

    In: Proceedings - The 15th IAPR International Conference on Document Analysis and Recognition. International Conference on Document Analysis and Recognition (ICDAR-2019), September 20-25, Sydney, Australia, Pages 1397-1402, ISBN 978-1-7281-3015-6, IEEE, 2019.