Skip to content
View MahdiyarMM's full-sized avatar
8 followers · 3 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Highlights

  • Pro

Block or report MahdiyarMM

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
MahdiyarMM/README.md

👋 Hi, I'm Mahdiyar!

  • 🧠 ML Research Scientist at Captura (since June 2025), building efficient, cutting-edge ML for imaging and creative workflows.
  • 🎓 Ph.D. (ECE), Queen’s University — research in continual learning, federated learning, domain generalization, and gradient-based optimization for robust vision systems.
  • 🔭 Current interests include efficient vision models, vision-language systems, debiasing, and scalable learning under distribution shift.

📚 Research & Projects

  • Recent work spans vision-language debiasing, crowd counting, pedestrian detection, super-resolution, and biomedical image analysis.
  • Emphasis on practical, compute-aware methods that transfer to real-world products.

📖 Publications & Peer Review

  • Published in top AI/CV venues such as ICCV, AAAI, NeurIPS workshop, and ICASSP.
  • Full list on Google Scholar.
  • Active peer reviewer for AI and computer vision venues.

💻 Technical Skills

  • Languages: Python, MATLAB, C/C++, Verilog/VHDL
  • Tools/Frameworks: PyTorch, TensorFlow, OpenCV, Git, LaTeX

🌐 Connect & Collaborate

Let’s explore impactful, efficient ML together!

Pinned Loading

  1. PRISM PRISM Public

    Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection (ICCV 2025)

    Python

  2. FedGaLA FedGaLA Public

    Federated Self-Supervised Domain Generalization (AAAI 2025)

    Python 7 1

  3. crowd_counting crowd_counting Public

    Forked from RCVLab-AiimLab/crowd_counting

    Crowd Counting

    Python

  4. MSG-CapsGAN MSG-CapsGAN Public

    KERAS implementation of the First Multi-Scale Gradient Capsule GAN for Super-Resolution

    Python 8 2

  5. COVID-CXNet COVID-CXNet Public

    Forked from armiro/COVID-CXNet

    COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

    Jupyter Notebook 2

  6. Dental-Caries-Classification Dental-Caries-Classification Public

    Forked from armiro/Dental-Caries-Classification

    Dental Caries Classification [under develop]

    Jupyter Notebook 1