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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
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
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

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  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. 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

  4. AdvDrop AdvDrop Public

    Forked from RjDuan/AdvDrop

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

    Python

  5. vit-pytorch vit-pytorch Public

    Forked from lucidrains/vit-pytorch

    Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

    Python

  6. vformer vformer Public

    Forked from SforAiDl/vformer

    A modular PyTorch library for vision transformers

    Python