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HashmatShadab/README.md

Hello! 👋

I am Hashmat Shadab from Kashmir, currently pursuing a PhD at Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI) in Abu Dhabi, UAE, where I am affiliated with the IVAL lab. I previously completed my master's degree in Computer Vision at the same university.

  • 🔭 My research focuses on Safety and Reliability of AI, with a particular emphasis on understanding, evaluating, and enhancing the robustness of vision-based models.
  • 📫 How to reach me: hashmat.shadab@mbzuai.ac.ae
  • 🌱 You are welcome to explore my research work using the code provided below.

Repositories

Topic Application Paper Repo Venue
Adversarial Machine Learning Improving Robustness of Vision Model's in Medical Hierarchical Self-Supervised Adversarial Training for Robust Vision Models in Histopathology HSAT Under Review
Vision-Language Model Understanding Robustness of VLM's Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models Robust-LLaVA Under Review
Visual-Spatial Perception Understanding Vision Models's Generalization Towards Evaluating the Robustness of Visual State Space Models MambaRobustness Under Review
Visual-Spatial Perception Understanding Vision Models's Generalization ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes ObjectCompose ACCV'24-Oral (Best Student Paper Runner Up)
Adversarial Machine Learning Volumetric Medical Segmentation On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models RVMSM BMVC'24
Adversarial Machine Learning Adversarial Attack Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations ARP BMVC'22-Oral

GitHub Stats

Popular repositories Loading

  1. APR APR Public

    (BMVC 2022--Oral) Official repository for "Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations"

    Python 33 2

  2. MambaRobustness MambaRobustness Public

    Towards Evaluating the Robustness of Visual State Space Models

    Python 24 3

  3. Robust-LLaVA Robust-LLaVA Public

    Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models

    Python 18

  4. Robustness-of-Volumetric-Medical-Segmentation-Models Robustness-of-Volumetric-Medical-Segmentation-Models Public

    [BMVC 2024] On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models

    Python 14

  5. HSAT HSAT Public

    Hierarchical Self-Supervised Adversarial Training for Robust Vision Models in Histopathology

    Python 7

  6. AdvDrop AdvDrop Public

    Forked from RjDuan/AdvDrop

    Code for "Adversarial attack by dropping information." (ICCV 2021)

    Python