I'm a research scientist at Google. I am interested in adopting and extending machine learning practices within computer graphics and vision to achieve improved and intuitive design capabilities.
In Google, I develop algorithms for intuitive image editing and creation. I am also working on improving the training and distillation of fundamental vision models.
Previously, I received my PhD under the supervision of Professor Daniel Cohen-Or and Professor Raja Giryes at the Department of Computer Science at Tel-Aviv University. During my doctoral studies, I developed models and methods for 3D shape generation, texture synthesis, 3D modeling, meshing, and more, showcasing my competence and expertise in the field.

SIGGRAPH 2024: Honorable Mention Award
Word-As-Image for Semantic Typography

Eurographics 2024: Honorable Mention Award
SENS: Part-Aware Sketch-based Implicit Neural Shape Modeling

2020: Celia and Marcos Maus Prize for excellence in M.Sc. studies, Tel-Aviv University.

2019: First prize, workshops project contest, Tel-Aviv University.

2016-2018: Dean's List of Excellence, Raymond and Beverly Sackler Faculty of Exact Sciences, Tel Aviv University.

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The Chosen One: Consistent Characters in Text-to-Image Diffusion Models
Omri Avrahami Mokady, Amir Hertz, Yael Vinker, Moab Arar, Shlomi Fruchter, Ohad Fried, Daniel Cohen-Or, and Dani Lischinski
SIGGRAPH 2024
paper project page

Style Aligned Image Generation via Shared Attention
Amir Hertz, A Fruchter, Shlomi Fruchter, and Daniel Cohen-Or
CVPR 2024 (Oral)
paper code project page wallpaper

SENS: Sketch-based Implicit Neural Shape Modeling
Alexandre Binninger, Amir Hertz, Olga Sorkine-Hornung, Daniel Cohen-Or, and Raja Giryes
Eurographics 2024 (Honorable mention)
paper project page

Delta Denoising Score
Amir Hertz, Kfir Aberman, and Daniel Cohen-Or
ICCV, 2023
paper project page

Word-As-Image for Semantic Typography
Shir Iluz, Yael Vinker, Amir Hertz, Daniel Berio, Daniel Cohen-Or, and Ariel Shamir
Acm Transactions on Graphics (proc. SIGGRAPH) 2023 (Honorable mention)
paper code project page

Null-text Inversion for Editing Real Images using Guided Diffusion Models
Ron Mokady, Amir Hertz, Kfir Aberman, Yael Pritch, and Daniel Cohen-Or
CVPR, 2023
paper project page

Prompt-to-Prompt Image Editing with Cross-Attention Control
Amir Hertz, Ron Mokady, Jay Tenenbaum, Kfir Aberman, Yael Pritch, and Daniel Cohen-Or
ICLR, 2023 (Spotlight)
paper code project page

MotionCLIP: Exposing Human Motion Generation to CLIP Space
Guy Tevet, Brian Gordon, Amir Hertz, Amit Bermano, and Daniel Cohen-Or
ECCV 2022
paper code project page

SPAGHETTI: Editing Implicit Shapes THrough Part Aware GeneraTion
Amir Hertz, Or Perel, Raja Giryes, Olga Sorkine-Hornung, and Daniel Cohen-Or
Acm Transactions on Graphics (proc. SIGGRAPH) 2022
project page

ClipCap: CLIP Prefix for Image Captioning
Ron Mokady Amir Hertz, and Amit Bermano
Arxiv, 2021
paper code

SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization
Amir Hertz, Or Perel, Raja Giryes, Olga Sorkine-Hornung, and Daniel Cohen-Or
NeurIPS 2021
paper code

Mesh Draping: Parametrization-Free Neural Mesh Transfer
Amir Hertz, Or Perel, Raja Giryes, Olga Sorkine-Hornung, and Daniel Cohen-Or
Computer Graphics Forum, 2022
paper

Deep Geometric Texture Synthesis
Amir Hertz, Rana Hanocka, Raja Giryes, and Daniel Cohen-Or
Acm Transactions on Graphics (proc. SIGGRAPH) 2020
paper, code

PointGMM: a Neural GMM Network for Point Clouds
Amir Hertz, Rana Hanocka, Raja Giryes, and Daniel Cohen-Or
CVPR 2020
paper, code

MeshCNN: A Network with an Edge
Rana Hanocka, Amir Hertz, Noa Fish, Raja Giryes, Shachar Fleishman, and Daniel Cohen-Or
Acm Transactions on Graphics (proc. SIGGRAPH) 2019
paper, code

Blind Visual Motif Removal from a Single Image
Amir Hertz, Sharon Fogel, Rana Hanocka, Raja Giryes, and Daniel Cohen-Or
CVPR 2019 (Oral)
paper, code