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    Peter Yu

    PHD Graduate Student at University of Michigan

    Peter Yu is a PhD graduate student at the University of Michigan specializing in Computer Science and Engineering, with a focus on multi-modal learning, vision-language models, and embodied AI.1 He served as a Research Intern at the Toyota Research Institute from May to August 2024, where he worked on developing visual-language models for videos.1

    Peter's academic background includes:

    • PhD in Computer Science and Engineering from the University of Michigan (expected 2025)13
    • Master of Science in Engineering from the University of Michigan (2022)1
    • Bachelor of Science in Engineering in Computer Science from Princeton University (2013)1

    His research interests include efficient multimodal machine learning and representation learning of videos and language.3 During his internship at Toyota Research Institute, Peter:

    • Researched vision-language models for long-form videos
    • Conducted large-scale, distributed training of vision-language models on video-text data using SageMaker
    • Ran extensive evaluations on the current state-of-the-art vision-language models1

    Peter has also contributed to academic publications, including work on a project called Espresso, which focuses on high compression for rich extraction from videos.2

    Prior to his PhD studies, Peter gained professional experience as a software engineer at companies like Etsy and Facebook, where he contributed to projects that enhanced operational efficiency and user experience.1

    Highlights

    Dec 16 · researchgate.net
    High Compression For Rich Extraction From Videos for Your Vision ...
    ‪Peter KT Yu‬ - ‪Google Scholar‬
    People - Marine Robotics Group at MIT
    Toyota Research Institute information - Employees, Contact info

    Related Questions

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    Peter Yu
    Peter Yu, photo 1
    Peter Yu, photo 2
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    Location

    Detroit, Michigan, United States