Or Patashnik
I recently joined the School of Computer Science at Tel Aviv University as a Senior Lecturer (equivalent to Assistant Professor).
My research lies at the intersection of computer graphics, computer vision, and machine learning, with a focus on generative models. I work on image and video generation, semantic editing, and personalization, driven by the goal of making visual content creation more controllable and expressive. I aim to develop methods that reliably capture user intent, enabling fine-grained control in both manipulating real images and generating new visual content.
I did my PhD in Computer Science at Tel-Aviv University, under the supervision of Daniel Cohen-Or.
Publications
2025
     Tight Inversion: Image-Conditioned Inversion for Real Image Editing ICCV Workshop (P13N), 2025 paper page Tight Inversion: Image-Conditioned Inversion for Real Image Editing ICCV Workshop (P13N), 2025 paper page     Nested Attention: Semantic-aware Attention Values for Concept Personalization SIGGRAPH, 2025 paper page Nested Attention: Semantic-aware Attention Values for Concept Personalization SIGGRAPH, 2025 paper page- 2024
  
  
 State-of-the-Art in the Architecture, Methods and Applications of StyleGAN EUROGRAPHICS, 2022 (STARs) paper State-of-the-Art in the Architecture, Methods and Applications of StyleGAN EUROGRAPHICS, 2022 (STARs) paper
  
  
 - 2023- 2022- 2021- 2020- Talks- Mar 19, 2022 - SparkFX Conference: “Leveraging StyleGAN for Image Editing and Manipulation” - Dec 13, 2021 - CtrlGen NeurIPS Workshop: “Generating and Editing Images Using StyleGAN and CLIP” - Oct 26, 2021 - IMVC 2021: “StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery” - Oct 20, 2021 - Woman in AI Israel Workshop: “Leveraging StyleGAN for Image Editing and Manipulation” (video). - Mar 8, 2021 - WIDS - “Encoding in Style” (video). - Dec 13, 2020 - Israel Vision Day - BalaGAN (video). - Seminar Talks- June 28, 2022 - General Motors Israel Research: "Leveraging StyleGAN for Image Editing and Manipulation" - June 26, 2022 - Amazon AWS Israel Research Group: "Leveraging StyleGAN for Image Editing and Manipulation" - June 14, 2022 - Microsoft Israel AI Team: "Leveraging StyleGAN for Image Editing and Manipulation" - Jan 13, 2022 - Cutting Edge AI in Healthcare (by Sheba): "Leveraging GANs for Image Editing and Manipulation" - Dec 14, 2021 - Lightricks: “Leveraging StyleGAN for Image Editing and Manipulation” - Dec 9, 2021 - Weizmann Institute: “Leveraging StyleGAN for Image Editing and Manipulation” - Nov 17, 2021 - Carnegie Mellon University: “Leveraging StyleGAN for Image Editing and Manipulation” - Sep 29, 2021 - Stanford University: “Leveraging StyleGAN for Image Editing and Manipulation” - Aug 11, 2021 - SFU: “Recent Advancements in GAN Inversion” - Jun 29, 2021 - Adobe Research: “Recent Advancements in GAN Inversion” - Mar 5, 2021 - PKU: “StyleGAN: Analysis, Inversion, and Applications” - Feb 24, 2021 - Shenzhen University: “StyleGAN: Analysis, Inversion, and Applications” - Nov 24, 2020 - CITYU: “StyleGAN: Analysis, Inversion, and Applications” - Aug 18, 2020 - PKU: "Transfer Learning" 
 
           
       
       
       
     
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
  