Publications

2026

1. Gradient Extrapolation-Based Policy Optimization

   Ismam Nur Swapnil, Aranya Saha, Tanvir Ahmed Khan, and 2 more authors

   2026

   Preprint. Under review.

   arXiv

2025

1. GRPO++: Enhancing Dermatological Reasoning Under Low-Resource Settings

   Ismam Nur Swapnil, Aranya Saha, Tanvir Ahmed Khan, and 1 more author

   2025

   Preprint. Under review. Equal contribution: Ismam Nur Swapnil, Aranya Saha, Tanvir Ahmed Khan.

   arXiv
2. CLARIFY: A Specialist-Generalist Framework for Accurate and Lightweight Dermatological Visual Question Answering

   Aranya Saha, Tanvir Ahmed Khan, Ismam Nur Swapnil, and 1 more author

   2025

   Preprint. Equal contribution: Aranya Saha, Tanvir Ahmed Khan, Ismam Nur Swapnil.

   arXiv
3. Compression Strategies for Efficient Multimodal LLMs in Medical Contexts

   Tanvir Ahmed Khan, Aranya Saha, Ismam Nur Swapnil, and 1 more author

   2025

   Preprint.

   arXiv
4. Skin Cancer Classification Using Pre-trained CNNs: A Transfer Learning Approach Addressing Imbalanced Data Challenges

   S. Sobhan, Aranya Saha, Tanvir Ahmed Khan, and 1 more author

   In 2nd International Conference on Next-Gen Computing, IoT and Machine Learning (NCIM), 2025

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5. A Multi-Stage Deep Learning Approach to Tuberculosis Detection with Explainable Insights

   S. Sobhan, A. Zami, M. Ahmed, and 3 more authors

   In 2nd International Conference on Next-Gen Computing, IoT and Machine Learning (NCIM), 2025

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