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Hanan Gani

MSc. Machine Learning
Mohamed Bin Zayed University of Artificial Intelligence
hanan.ghani@mbzuai.ac.ae


About Me

I am currently a Research Associate at Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI) and have recently obtained my Masters degree in machine learning from the same institution. At MBZUAI, I am affliated with the Intelligent Visual Analytics Lab (IVAL) where I am primarily advised by Dr. Salman Khan and have a close collaboration with Dr. Muzammal Naseer. My secondary advisor is Dr. Fahad Khan. I have also worked as a visiting student with Professor Peter Wonka at King Abdullah University of Science and Technology (KAUST).

I received my undergraduate degree in Electronics and Communication Engineering with a minor in Computer Science from the National Institute of Technology (NIT) Srinagar, India. After graduation, I worked as a Machine Learning engineer at Harman International (Samsung) before transitioning into academia in 2021 and joining MBZUAI as a Research Assistant under Dr. Mohammad Yaqub

Research Interests

I am broadly interested in Multi-modal Generative and Discriminative learning in the realm of Label-efficiency with applications to problems in 1. Test-time out-of-distribution generalization, 2. Unifying generative and discriminative spaces. 3. World-centric evaluation of Multi-modal models and 4. Self-supervised learning.

News

Publications

  1. Under Review
    Umair Nawaz, Muhammad Awais, Hanan Gani, Muzammal Naseer, Fahad Khan, Salman Khan, Rao Muhammad Anwer
    Under review at COLING 2025

  2. Under Review
    Raza Imam, Hanan Gani, Muhammad Huzaifa and Karthik Nandakumar
    Under review at WACV 2025

  3. Under Review
    Hanan Gani*, Rohit Bhardwaj*, Muzammal Naseer, Fahad Khan and Salman Khan
    under review at NeurIPS 2024

  4. MICCAI
    Hanan Gani, Muzammal Naseer, Fahad Khan and Salman Khan
    27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024

  5. ICLR
    Hanan Gani, Shariq Farooq Bhat, Muzammal Naseer, Salman Khan, Peter Wonka
    12th International Conference on Learning Representations (ICLR) 2024

  6. NeurIPS
    Jameel Hassan *, Hanan Gani *, Noor Hussein, Uzair Khattak, Muzammal Naseer, Salman Khan, Fahad Khan
    37th Advances in Neural Information Processing Systems (NeurIPS), 2023

  7. BMVC
    Hanan Gani, Muzammal Naseer, Mohammad Yaqub
    33rd British Machine Vision Conference 2022, (BMVC), London, UK.

  8. IEEE ICIP
    Hanan Gani, Nada Saadi, Noor Hussein and Karthik Nandakumar
    IEEE ICIP 2024

  9. Arxiv
    Saumya Kumaar, Abhinandan Dogra, Abrar Majeedi, Hanan Gani, Ravi M. Vishwanath and S N Omkar
    ACM International Conference on Robotics and Computer Vision (ICRCV), 2018

  10. ICSIP
    S Kumaar, H. Gani, RM Vishwanath, SN Omkar, A Majeedi, A Dogra
    IEEE 3rd International Conference on Signal and Image Processing (ICSIP), 2018

Services

Conference Reviewing

Academic Services

Teaching Assistant

Awards and Merits


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