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gyguo/README.md

Guangyu Guo (郭广宇) 👋

Homepage | Google Scholar | Mail : gyguo95@gmail.com

About Me

  • Current State: I am pursuing my Ph.D. degree at Northwestern Polytechnical University, also as a Research Intern at Medical AI Laboratory, Damo, Alibaba.
  • Research Interests: Computer Vision and Artificial Intelligence related topics, especially in weakly supervised learning, knowledge distillation, medical image analysis, and vision-language model.

Experience

  • 2023-Present: Research Intern at Medical AI Laboratory, Damo (达摩院) Alibaba (阿里巴巴)
  • 2021-2022: Inter at the third academy of China Aerospace Science and Industry Corporation (CASIC)
  • 2018-Present: Northwestern Polytechnical University, Ph.D
  • 2016-2018: Northwestern Polytechnical University, MA
  • 2012-2016: Nanjing University of Aeronautics and Astronautics, BA

Paper List

High Star Repository

Awesome Weakly-supervised Semantic Segmentation GitHub stars GitHub forks

Awesome Weakly-supervised Object Localization GitHub stars GitHub forks

GitHub stats Top Langs

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  1. awesome-weakly-supervised-semantic-segmentation awesome-weakly-supervised-semantic-segmentation Public

    Awesome weakly-supervised image semantic segmentation；scribble supervision，bounding box supervision, point supervision, image-level supervision. 2016-2024

    141 20

  2. awesome-weakly-supervised-object-localization awesome-weakly-supervised-object-localization Public

    Awesome weakly-supervised object localization, paper list, performance list. 2016-2024

    134 11

  3. PixelDistillation PixelDistillation Public

    Official code for TPAMI2024 paper: Pixel Distillation: Cost-flexible Distillation across Image Sizes and Heterogeneous Networks

    Python 57 1

  4. IE-Net IE-Net Public

    official code of "Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-19", accepted by IEEE Journal of Biomedical and Health Informatics (JBHI2021).

    Python 41 2

  5. PFN PFN Public

    This is the release for paper "PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos" CVPR2018

    Jupyter Notebook 5 1

  6. ODSAWL ODSAWL Public

    code for "Learning Object Detectors with Semi-Annotated Weak Labels", published in TCSVT2018

    MATLAB 2 1