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Aranya Saha

Incoming Ph.D. Student
University of Maryland, College Park
aranya (at) umd.edu


Publications Google Scholar

  1. Under Review
    GRPO++: Enhancing Dermatological Reasoning Under Low-Resource Settings
    I. N. Swapnil*, A. Saha*, T. A. Khan*, M. A. Haque (* Equal Contribution)
    Under Review at IEEE Journal of Biomedical and Health Informatics.
    PDF Preprint
  2. Preprint
    CLARIFY: A Specialist–Generalist Framework for Accurate and Lightweight Dermatological Visual Question Answering
    A. Saha*, T. A. Khan*, I. N. Swapnil*, M. A. Haque (* Equal Contribution)
    Preprint.
    PDF Preprint
  3. Preprint
    Compression Strategies for Efficient Multimodal LLMs in Medical Contexts
    T. A. Khan, A. Saha, I. N. Swapnil, M. A. Haque
    Preprint.
    PDF Preprint
  4. NCIM
    Skin Cancer Classification Using Pre-trained CNNs: A Transfer Learning Approach Addressing Imbalanced Data Challenges
    S. Sobhan, A. Saha, T. A. Khan, A. Zami
    2nd International Conference on Next-Gen Computing, IoT and Machine Learning (NCIM), 2025.
    DOI
  5. NCIM
    A Multi-Stage Deep Learning Approach to Tuberculosis Detection with Explainable Insights
    S. Sobhan, A. Zami, M. Ahmed, T. M. Zihan, T. A. Khan, A. Saha
    2nd International Conference on Next-Gen Computing, IoT and Machine Learning (NCIM), 2025.
    DOI

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