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
2026
LooseRoPE: Content-aware Attention Manipulation for Semantic Harmonization SIGGRAPH, 2026 paper page
SemanticMoments: Training-Free Motion Similarity via Third Moment Features CVPR (Findings), 2026 paper page
Kontinuous Kontext: Continuous Strength Control for Instruction-based Image Editing CVPR, 2026 paper page
NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models ICLR, 2026 paper page
DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation in Text-to-Image Models ICLR, 2026 paper
2025
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 page2024
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: âLeveraging StyleGAN for Image Editing and Manipulationâ Dec 13, 2021 CtrlGen NeurIPS Workshop: âGenerating and Editing Images Using StyleGAN and CLIPâ Oct 26, 2021 IMVC 2021: âStyleCLIP: Text-Driven Manipulation of StyleGAN Imageryâ Oct 20, 2021 Woman in AI Israel Workshop: âLeveraging StyleGAN for Image Editing and Manipulationâ (video). Mar 8, 2021 WIDS - âEncoding in Styleâ (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: âLeveraging StyleGAN for Image Editing and Manipulationâ Dec 9, 2021 Weizmann Institute: âLeveraging StyleGAN for Image Editing and Manipulationâ Nov 17, 2021 Carnegie Mellon University: âLeveraging StyleGAN for Image Editing and Manipulationâ Sep 29, 2021 Stanford University: âLeveraging StyleGAN for Image Editing and Manipulationâ Aug 11, 2021 SFU: âRecent Advancements in GAN Inversionâ Jun 29, 2021 Adobe Research: âRecent Advancements in GAN Inversionâ Mar 5, 2021 PKU: âStyleGAN: Analysis, Inversion, and Applicationsâ Feb 24, 2021 Shenzhen University: âStyleGAN: Analysis, Inversion, and Applicationsâ Nov 24, 2020 CITYU: âStyleGAN: Analysis, Inversion, and Applicationsâ Aug 18, 2020 PKU: "Transfer Learning"