Dr. Shady Abu-Hussein

About Me

Welcome to my personal website!
I am an AI Data Scientist at Intel Corporation. I received my B.Sc. in Electrical Engineering from Ben-Gurion University of the Negev in 2017 and my Ph.D. (direct track) from the Department of Electrical Engineering at Tel-Aviv University in 2024, under the supervision of Prof. Raja Giryes. My primary research interests lie in deep learning, with a particular focus on inverse problems, generative modeling, and self-supervised learning. Recently, I have been very interested in natural language processing and state-space models.

Contact Information

Email: shady.abh@gmail.com

[Google Scholar] [LinkedIn] [Twitter] [GitHub]

Publications

• 

  DeciMamba: Exploring the Length Extrapolation Potential of Mamba

  Assaf Ben-Kish, Itamar Zimerman, Shady Abu-Hussein, Nadav Cohen, Amir Globerson, Lior Wolf, and Raja Giryes

  ICLR, 2025

  [Paper] [Code]
• 

  UDPM: Upsampling Diffusion Probabilistic Models

  Shady Abu-Hussein, and Raja Giryes

  NeurIPS, 2024

  [Paper] [Code]
• 

  ADIR: Adaptive Diffusion for Image Reconstruction

  Shady Abu-Hussein, Tom Tirer and, Raja Giryes

  arxiv, 2023

  [Paper] [Website] [Code - comming soon]
• 

  Procst: boosting semantic segmentation using progressive cyclic style-transfer

  Shahaf Ettedgui, Shady Abu-Hussein, and Raja Giryes

  arxiv, 2023

  [Paper]
• 

  Unsupervised Domain Generalization by Learning a Bridge Across Domains (Oral)

  Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu-Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogerio Feris, and Leonid Karlinsky

  CVPR, 2022

  [Paper] [Code]
• 

  Image Restoration by Deep Projected GSURE

  Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, and Raja Giryes

  WACV, 2022

  [Paper] [Code]
• 

  Correction filter for single image super-resolution: Robustifying off-the-shelf deep super-resolvers (Oral and Best Paper Award Nominee)

  Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, and Raja Giryes

  CVPR, 2020

  [Paper] [Code]
• 

  Image-adaptive GAN based reconstruction

  Shady Abu Hussein*, Tom Tirer*, and Raja Giryes

  AAAI, 2020

  [Paper] [Code]