MS lesion segmentation using a multi-channel patch-based approach with spatial consistency. - Roey Mechrez; Jacob Goldberger; Hayit Greenspan (Image Processing, 2015)

Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI. - Roey Mechrez; Jacob Goldberger; Hayit Greenspan (Int. J. Biomed. Imaging, 2016)

Photorealistic Style Transfer with Screened Poisson Equation. - Roey Mechrez; Eli Shechtman; Lihi Zelnik-Manor (BMVC, 2017)

Template Matching with Deformable Diversity Similarity. - Itamar Talmi; Roey Mechrez; Lihi Zelnik-Manor (CVPR, 2017)

Maintaining Natural Image Statistics with the Contextual Loss. - Roey Mechrez; Itamar Talmi; Firas Shama; Lihi Zelnik-Manor (ACCV (3), 2018)

The 2018 PIRM Challenge on Perceptual Image Super-Resolution. - Yochai Blau; Roey Mechrez; Radu Timofte; Tomer Michaeli; Lihi Zelnik-Manor (ECCV Workshops (5), 2018)

The Contextual Loss for Image Transformation with Non-aligned Data. - Roey Mechrez; Itamar Talmi; Lihi Zelnik-Manor (ECCV (14), 2018)

Learning to Maintain Natural Image Statistics. - Roey Mechrez; Itamar Talmi; Firas Shama; Lihi Zelnik-Manor (CoRR, 2018)

Dynamic-Net: Tuning the Objective Without Re-training. - Alon Shoshan; Roey Mechrez; Lihi Zelnik-Manor (CoRR, 2018)

Improving CNN Training using Disentanglement for Liver Lesion Classification in CT. - Avi Ben-Cohen; Roey Mechrez; Noa Yedidia; Hayit Greenspan (EMBC, 2019)

Adversarial Feedback Loop. - Firas Shama; Roey Mechrez; Alon Shoshan; Lihi Zelnik-Manor (ICCV, 2019)

Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis Tasks. - Alon Shoshan; Roey Mechrez; Lihi Zelnik-Manor (ICCV, 2019)

Saliency driven image manipulation. - Roey Mechrez; Eli Shechtman; Lihi Zelnik-Manor (Mach. Vis. Appl., 2019)

Self-Supervised Dynamic Networks for Covariate Shift Robustness. - Tomer Cohen; Noy Shulman; Hai Morgenstern; Roey Mechrez; Erez Farhan (CoRR, 2020)