Yavuz Yarici

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OLIVES lab (Omni Lab for Intelligent Visual Engineering and Science)

75 5th St NW

Atlanta, Georgia, US

I am a PhD student at Georgia Institute of Technology in ECE under the supervision of Ghassan Alregib. My research interests include machine learning, computer vision, and image processing. Prior to Georgia Tech, I have received my B.Sc degree in Electrical and Electronics Engineering from Bilkent University in Turkey.

Education

  • PhD => [ Electrical and Computer Engineering ] - [ Georgia Institute of Technology ] - [ Atlanta, US ] - [ 2022-Present ]
  • BSc => [ Electrical-Electronics Engineering ] - [ Bilkent University ] - [ Ankara, TR ] - [ 2018-2022 ]

Experience

  • OLIVES Lab at Georgia Tech - [ Graduate Research Assistant ] - [ Atlanta, US ] - [ 2022- Present]
  • Hyperbee AI - [ Research Engineer ] - [ San Francisco Bay Area , US ] - [ 2021- 2022 ]
  • Nurol Machine - [ Part Time Research Engineer ] - [ Ankara, TR ] - [ 2022 ]
  • ICON (Imaging and Computational Neuroscience) Lab - [ Undergraduate Researcher ] - [ Ankara, TR ] - [ 2020- 2022 ]

Selected Publications

  1. Exploiting the Distortion-Semantic Interaction in Fisheye Data
    Kiran Kokilepersaud, Mohit Prabhushankar, Yavuz Yarici, Ghassan AlRegib, and Armin Parchami
    IEEE Open Journal of Signal Processing, 2023
    PDF
  2. CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults
    Mohit Prabhushankar, Kiran Kokilepersaud, Jorge Quesada, Yavuz Yarici, Chen Zhou, Mohammad Alotaibi, Ghassan AlRegib, Ahmad Mustafa, and Yusufjon Kumakov
    2024
    PDF
  3. Explaining Representation Learning with Perceptual Components
    Yavuz Yarici, Kiran Kokilepersaud, Mohit Prabhushankar, and AlRegib Ghassan
    In IEEE International Conference on Image Processing (ICIP), 2024
    PDF
  4. Taxes Are All You Need: Integration of Taxonomical Hierarchy Relationships into the Contrastive Loss
    Kiran Kokilepersaud, Yavuz Yarici, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, and Armin Parchami
    In IEEE International Conference on Image Processing, 2024
    PDF