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quanghuy0497/README.md

Hello there

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Hello! My name is Quang-Huy Nguyen (you can call me Huy).
I am a second-year Ph.D. student in Computer Science at The Ohio State University, advised by Prof. Wei-Lun (Harry) Chao.

My research interests lie in Machine Learning, Artificial Intelligence, and Computer Vision, with a particular focus on:

  • Learning with imperfect data (e.g., limited, noisy, or imbalanced data)
  • Uncertainty estimation and adaptation (e.g., continual learning, transfer learning, out-of-distribution detection, domain adaptation)
  • Black-box optimization (e.g., Bayesian and multi-objective optimization)

Please check my personal webpage to learn more about my research, publications, and academic experiences.

quanghuy0497's GitHub stats

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

    Few shot learning for human pose estimation

    Python 31 6

  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.

    114 19

  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 6

  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

    92 28

  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.

    10