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Do or do not. There is no try
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Do or do not. There is no try
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quanghuy0497/README.md

Hello there

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Nice to meet you!

My name is Quang-Huy Nguyen (my first name is Huy). I am deeply interested in Machine Learning/Artificial Intelligence and Computer Vision-driven research, with a special interest in Few-shot Learning/Meta Learning, Domain Adaptation (continual learning, out-of-distribution detection, etc.), and Black-box Optimization (Bayesian Optimization). In particular, I am aiming to develop deep learning models that can be generalized effectively with minimal training data and human supervision for vision tasks, toward a lifelong and open-world machine learning system

I am aiming to pursue Ph.D. program in Computer Science starting in Fall 2024 on ML/DL or Computer Vision.

You can look on my personal webpage for my academic experience, previous projects, latest publications, and research blogs.

Have a great day to you.

quanghuy0497's GitHub stats

Pinned

  1. vinuni-vishc/Few-Shot-Cosine-Transformer vinuni-vishc/Few-Shot-Cosine-Transformer Public

    Few shot learning for human pose estimation

    Python 26 5

  2. Transformers4Vision Transformers4Vision Public

    A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-shot Learning. Keep updated frequently.

    102 18

  3. Mask_R-CNN Mask_R-CNN Public

    A modified version of Mask R-CNN based on Matterport's version. Featuring: polygon annotating mask generation and k-fold cross-validation training.

    Jupyter Notebook 16 7

  4. Writing-in-the-Sciences Writing-in-the-Sciences Public archive

    A Stanford writing course to learn how to write scientific articles in a clear, concise, and effective way

    58 22

  5. Bayesian_Optimization Bayesian_Optimization Public

    Jupyter Notebook 3 1

  6. Few-shot-Learning_Summarization Few-shot-Learning_Summarization Public

    A summarization of Few-shot Learning approaches for Computer Vision tasks, including image classification, object detection, and object segmentation. Keep updated frequently.

    7