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Cosmin Papadopol

PhD. Student

JIRA Developer @ Metro Systems Romania

About Me

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During my academic path, I managed to touch many topics within fields like Machine Learning/Deep Learning. One of the most interesting that I've approached is Lip reading in video sequences as the topic of my Bachelor's degree thesis. Further on, by pursuing a specialized Master degree, I've extended my theoretical knowledge and hands-on experience and as a result I've elaborated my thesis around the topic of Generation of real artificial images via GANs. To further develop my set of skills and follow my interests, I am currently engaged in a PhD programme, coordinated by Bogdan Ionescu, with the main topic for the research being content generation via GANs. My research interests are, but not limited to:

  • Generative Adversarial Networks
  • Deep Neural Networks
  • Database augmentation
  • Object classification

Education

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  • a

    2014 - 2018

    Bachelor's Degree - Applied Electronics
    University Politehnica of Bucharest - Faculty of Electronics Telecommunications and Information Tehnology

    Thesis:
    Lip reading in video sequence via Deep Neural Networks and Recurrent Neural Networks
  • b

    2018 - 2020

    Master's Degree - Advanced Techniques for Digital Imaging
    University Politehnica of Bucharest - Faculty of Electronics Telecommunications and Information Tehnology

    Thesis:
    Traffic scene generation via Generative Adversarial Networks
  • c

    2020 - Present

    Doctor's Degree - Generating Realistic Looking Sceneries for Data Augmentation via Generative Adversarial Networks
    University Politehnica of Bucharest - Faculty of Electronics Telecommunications and Information Tehnology