Imagen 3
Computer Vision and Pattern Recognition
2024-12-24 v3
Abstract
We introduce Imagen 3, a latent diffusion model that generates high quality images from text prompts. We describe our quality and responsibility evaluations. Imagen 3 is preferred over other state-of-the-art (SOTA) models at the time of evaluation. In addition, we discuss issues around safety and representation, as well as methods we used to minimize the potential harm of our models.
Keywords
Cite
@article{arxiv.2408.07009,
title = {Imagen 3},
author = {Imagen-Team-Google and : and Jason Baldridge and Jakob Bauer and Mukul Bhutani and Nicole Brichtova and Andrew Bunner and Lluis Castrejon and Kelvin Chan and Yichang Chen and Sander Dieleman and Yuqing Du and Zach Eaton-Rosen and Hongliang Fei and Nando de Freitas and Yilin Gao and Evgeny Gladchenko and Sergio Gómez Colmenarejo and Mandy Guo and Alex Haig and Will Hawkins and Hexiang Hu and Huilian Huang and Tobenna Peter Igwe and Christos Kaplanis and Siavash Khodadadeh and Yelin Kim and Ksenia Konyushkova and Karol Langner and Eric Lau and Rory Lawton and Shixin Luo and Soňa Mokrá and Henna Nandwani and Yasumasa Onoe and Aäron van den Oord and Zarana Parekh and Jordi Pont-Tuset and Hang Qi and Rui Qian and Deepak Ramachandran and Poorva Rane and Abdullah Rashwan and Ali Razavi and Robert Riachi and Hansa Srinivasan and Srivatsan Srinivasan and Robin Strudel and Benigno Uria and Oliver Wang and Su Wang and Austin Waters and Chris Wolff and Auriel Wright and Zhisheng Xiao and Hao Xiong and Keyang Xu and Marc van Zee and Junlin Zhang and Katie Zhang and Wenlei Zhou and Konrad Zolna and Ola Aboubakar and Canfer Akbulut and Oscar Akerlund and Isabela Albuquerque and Nina Anderson and Marco Andreetto and Lora Aroyo and Ben Bariach and David Barker and Sherry Ben and Dana Berman and Courtney Biles and Irina Blok and Pankil Botadra and Jenny Brennan and Karla Brown and John Buckley and Rudy Bunel and Elie Bursztein and Christina Butterfield and Ben Caine and Viral Carpenter and Norman Casagrande and Ming-Wei Chang and Solomon Chang and Shamik Chaudhuri and Tony Chen and John Choi and Dmitry Churbanau and Nathan Clement and Matan Cohen and Forrester Cole and Mikhail Dektiarev and Vincent Du and Praneet Dutta and Tom Eccles and Ndidi Elue and Ashley Feden and Shlomi Fruchter and Frankie Garcia and Roopal Garg and Weina Ge and Ahmed Ghazy and Bryant Gipson and Andrew Goodman and Dawid Górny and Sven Gowal and Khyatti Gupta and Yoni Halpern and Yena Han and Susan Hao and Jamie Hayes and Jonathan Heek and Amir Hertz and Ed Hirst and Emiel Hoogeboom and Tingbo Hou and Heidi Howard and Mohamed Ibrahim and Dirichi Ike-Njoku and Joana Iljazi and Vlad Ionescu and William Isaac and Reena Jana and Gemma Jennings and Donovon Jenson and Xuhui Jia and Kerry Jones and Xiaoen Ju and Ivana Kajic and Christos Kaplanis and Burcu Karagol Ayan and Jacob Kelly and Suraj Kothawade and Christina Kouridi and Ira Ktena and Jolanda Kumakaw and Dana Kurniawan and Dmitry Lagun and Lily Lavitas and Jason Lee and Tao Li and Marco Liang and Maggie Li-Calis and Yuchi Liu and Javier Lopez Alberca and Matthieu Kim Lorrain and Peggy Lu and Kristian Lum and Yukun Ma and Chase Malik and John Mellor and Thomas Mensink and Inbar Mosseri and Tom Murray and Aida Nematzadeh and Paul Nicholas and Signe Nørly and João Gabriel Oliveira and Guillermo Ortiz-Jimenez and Michela Paganini and Tom Le Paine and Roni Paiss and Alicia Parrish and Anne Peckham and Vikas Peswani and Igor Petrovski and Tobias Pfaff and Alex Pirozhenko and Ryan Poplin and Utsav Prabhu and Yuan Qi and Matthew Rahtz and Cyrus Rashtchian and Charvi Rastogi and Amit Raul and Ali Razavi and Sylvestre-Alvise Rebuffi and Susanna Ricco and Felix Riedel and Dirk Robinson and Pankaj Rohatgi and Bill Rosgen and Sarah Rumbley and Moonkyung Ryu and Anthony Salgado and Tim Salimans and Sahil Singla and Florian Schroff and Candice Schumann and Tanmay Shah and Eleni Shaw and Gregory Shaw and Brendan Shillingford and Kaushik Shivakumar and Dennis Shtatnov and Zach Singer and Evgeny Sluzhaev and Valerii Sokolov and Thibault Sottiaux and Florian Stimberg and Brad Stone and David Stutz and Yu-Chuan Su and Eric Tabellion and Shuai Tang and David Tao and Kurt Thomas and Gregory Thornton and Andeep Toor and Cristian Udrescu and Aayush Upadhyay and Cristina Vasconcelos and Alex Vasiloff and Andrey Voynov and Amanda Walker and Luyu Wang and Miaosen Wang and Simon Wang and Stanley Wang and Qifei Wang and Yuxiao Wang and Ágoston Weisz and Olivia Wiles and Chenxia Wu and Xingyu Federico Xu and Andrew Xue and Jianbo Yang and Luo Yu and Mete Yurtoglu and Ali Zand and Han Zhang and Jiageng Zhang and Catherine Zhao and Adilet Zhaxybay and Miao Zhou and Shengqi Zhu and Zhenkai Zhu and Dawn Bloxwich and Mahyar Bordbar and Luis C. Cobo and Eli Collins and Shengyang Dai and Tulsee Doshi and Anca Dragan and Douglas Eck and Demis Hassabis and Sissie Hsiao and Tom Hume and Koray Kavukcuoglu and Helen King and Jack Krawczyk and Yeqing Li and Kathy Meier-Hellstern and Andras Orban and Yury Pinsky and Amar Subramanya and Oriol Vinyals and Ting Yu and Yori Zwols},
journal= {arXiv preprint arXiv:2408.07009},
year = {2024}
}