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