Aviv Gabbay

PhD student in Computer Science @ Hebrew University of Jerusalem
Office: Room C-432, Rothberg Building
Email: aviv.gabbay at cs.huji.ac.il
About Me

I am a PhD student at the HUJI Computer Vision Lab, supervised by Dr. Yedid Hoshen and Prof. Shmuel Peleg.
My research focuses on the intersection of computer vision, speech processing and deep learning.

Publications
  • An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild
    Aviv Gabbay, Niv Cohen and Yedid Hoshen
    Neural Information Processing Systems (NeurIPS), 2021.
    [Project page] [arXiv] [GitHub]
  • Scaling-up Disentanglement for Image Translation
    Aviv Gabbay and Yedid Hoshen
    International Conference on Computer Vision (ICCV), 2021.
    [Project page] [arXiv] [GitHub]
  • Demystifying Inter-Class Disentanglement
    Aviv Gabbay and Yedid Hoshen
    International Conference on Learning Representations (ICLR), 2020.
    [Project page] [arXiv] [GitHub]
  • Style Generator Inversion for Image Enhancement and Animation
    Aviv Gabbay and Yedid Hoshen
    arXiv, 2019.
    [Project page] [arXiv] [GitHub]
  • Visual Speech Enhancement
    Aviv Gabbay, Asaph Shamir and Shmuel Peleg
    Interspeech, 2018.
    [Project page] [arXiv] [YouTube]
  • Seeing Through Noise: Visually Driven Speaker Separation and Enhancement
    Aviv Gabbay, Ariel Ephrat, Tavi Halperin and Shmuel Peleg
    International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018. Oral presentation.
    [Project page] [arXiv] [YouTube]
Patents
  • US 10,475,465 | Method and system for enhancing a speech signal of a human speaker in a video using visual information.
Education
  • PhD, Computer Science @ Hebrew University of Jerusalem, Israel | 2017 - Present
  • MSc, Computer Science @ Hebrew University of Jerusalem, Israel | 2013 - 2017
  • BSc, Applied Mathematics (Graduated at the age of 19) @ Bar Ilan University, Israel | 2007 - 2010
Experience
  • Machine Learning Researcher @ Arpeely | Tel Aviv, Israel | 2018 - Present
  • Lead Software Engineer @ jiajia1 | Guangzhou, China | 2016 - 2017
  • Senior Software Engineer @ Government of Israel | 2010 - 2016