Image-Adaptive GAN Based Reconstruction. - Shady Abu Hussein; Tom Tirer; Raja Giryes (AAAI, 2020)

Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers. - Shady Abu Hussein; Tom Tirer; Raja Giryes (CVPR, 2020)

VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting. - Dina Bashkirova; Samarth Mishra; Diala Lteif; Piotr Teterwak; Donghyun Kim 006; Fadi M. Alladkani; James Akl; Berk Çalli; Sarah Adel Bargal; Kate Saenko; Daehan Kim; Minseok Seo; et al. (NeurIPS (Competition and Demos), 2021)

Unsupervised Domain Generalization by Learning a Bridge Across Domains. - Sivan Harary; Eli Schwartz; Assaf Arbelle; Peter W. J. Staar; Shady Abu-Hussein; Elad Amrani; Roei Herzig; Amit Alfassy; Raja Giryes; Hilde Kuehne; Dina Katabi; Kate Saenko; et al. (CVPR, 2022)

Image Restoration by Deep Projected GSURE. - Shady Abu-Hussein; Tom Tirer; Se Young Chun; Yonina C. Eldar; Raja Giryes (WACV, 2022)

ProCST: Boosting Semantic Segmentation using Progressive Cyclic Style-Transfer. - Shahaf Ettedgui; Shady Abu-Hussein; Raja Giryes (CoRR, 2022)

ADIR: Adaptive Diffusion for Image Reconstruction. - Shady Abu-Hussein; Tom Tirer; Raja Giryes (CoRR, 2022)

UDPM: Upsampling Diffusion Probabilistic Models. - Shady Abu-Hussein; Raja Giryes (NeurIPS, 2024)

DeciMamba: Exploring the Length Extrapolation Potential of Mamba. - Assaf Ben-Kish; Itamar Zimerman; Shady Abu-Hussein; Nadav Cohen 001; Amir Globerson; Lior Wolf; Raja Giryes (ICLR, 2025)