About Me

I graduated with a PhD in computer science from the Hebrew University of Jerusalem,
where I was fortunate to be advised by Dr. Yedid Hoshen and Prof. Shmuel Peleg.
I am broadly interested in 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 - 2021
• 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

• Research Scientist @ Arpeely | Tel Aviv, Israel | 2018 - Present
• Lead Software Engineer @ jiajia1 | Guangzhou, China | 2016 - 2017
• Senior Software Engineer @ Government of Israel | 2010 - 2016