Author
Alexandre Senges
results may include different authors with the same name
2 papers
In this report, we introduce the Gemini 2.X model family: Gemini 2.5 Pro and Gemini 2.5 Flash, as well as our earlier Gemini 2.0 Flash and Flash-Lite models. Gemini 2.5 Pro is our most capable model yet, achieving SoTA performance on…
Computation and Language · Computer Science
2025-12-22
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Natalie Dabney , Alessio Tonioni , Moran Ambar , Jing Li , Isabelle Guyon , Benny Li , David Soergel , Boya Fang , Georgi Karadzhov , Cristian Udrescu , Trieu Trinh , Vikas Raunak , Seb Noury , Dee Guo , Sonal Gupta , Mara Finkelstein , Denis Petek , Lihao Liang , Greg Billock , Pei Sun , David Wood , Yiwen Song , Xiaobin Yu , Tatiana Matejovicova , Regev Cohen , Kalyan Andra , David D'Ambrosio , Zhiwei Deng , Vincent Nallatamby , Ebrahim Songhori , Rumen Dangovski , Andrew Lampinen , Pankil Botadra , Adam Hillier , Jiawei Cao , Nagabhushan Baddi , Adhi Kuncoro , Toshihiro Yoshino , Ankit Bhagatwala , Marcáurelio Ranzato , Rylan Schaeffer , Tianlin Liu , Shuai Ye , Obaid Sarvana , John Nham , Chenkai Kuang , Isabel Gao , Jinoo Baek , Shubham Mittal , Ayzaan Wahid , Anita Gergely , Bin Ni , Josh Feldman , Carrie Muir , Pascal Lamblin , Wolfgang Macherey , Ethan Dyer , Logan Kilpatrick , Víctor Campos , Mukul Bhutani , Stanislav Fort , Yanif Ahmad , Aliaksei Severyn , Kleopatra Chatziprimou , Oleksandr Ferludin , Mason Dimarco , Aditya Kusupati , Joe Heyward , Dan Bahir , Kevin Villela , Katie Millican , Dror Marcus , Sanaz Bahargam , Caglar Unlu , Nicholas Roth , Zichuan Wei , Siddharth Gopal , Deepanway Ghoshal , Edward Lee , Sharon Lin , Jennie Lees , Dayeong Lee , Anahita Hosseini , Connie Fan , Seth Neel , Marcus Wu , Yasemin Altun , Honglong Cai , Enrique Piqueras , Josh Woodward , Alessandro Bissacco , Salem Haykal , Mahyar Bordbar , Prasha Sundaram , Sarah Hodkinson , Daniel Toyama , George Polovets , Austin Myers , Anu Sinha , Tomer Levinboim , Kashyap Krishnakumar , Rachita Chhaparia , Tatiana Sholokhova , Nitesh Bharadwaj Gundavarapu , Ganesh Jawahar , Haroon Qureshi , Jieru Hu , Nikola Momchev , Matthew Rahtz , Renjie Wu , Aishwarya P S , Kedar Dhamdhere , Meiqi Guo , Umang Gupta , Ali Eslami , Mariano Schain , Michiel Blokzijl , David Welling , Dave Orr , Levent Bolelli , Nicolas Perez-Nieves , Mikhail Sirotenko , Aman Prasad , Arjun Kar , Borja De Balle Pigem , Tayfun Terzi , Gellért Weisz , Dipankar Ghosh , Aditi Mavalankar , Dhruv Madeka , Kaspar Daugaard , Hartwig Adam , Viraj Shah , Dana Berman , Maggie Tran , Steven Baker , Ewa Andrejczuk , Grishma Chole , Ganna Raboshchuk , Mahdi Mirzazadeh , Thais Kagohara , Shimu Wu , Christian Schallhart , Bernett Orlando , Chen Wang , Alban Rrustemi , Hao Xiong , Hao Liu , Arpi Vezer , Nolan Ramsden , Shuo-yiin Chang , Sidharth Mudgal , Yan Li , Nino Vieillard , Yedid Hoshen , Farooq Ahmad , Ambrose Slone , Amy Hua , Natan Potikha , Mirko Rossini , Jon Stritar , Sushant Prakash , Zifeng Wang , Xuanyi Dong , Alireza Nazari , Efrat Nehoran , Kaan Tekelioglu , Yinxiao Li , Kartikeya Badola , Tom Funkhouser , Yuanzhen Li , Varun Yerram , Ramya Ganeshan , Daniel Formoso , Karol Langner , Tian Shi , Huijian Li , Yumeya Yamamori , Amayika Panda , Alaa Saade , Angelo Scorza Scarpati , Chris Breaux , CJ Carey , Zongwei Zhou , Cho-Jui Hsieh , Sophie Bridgers , Alena Butryna , Nishesh Gupta , Vaibhav Tulsyan , Sanghyun Woo , Evgenii Eltyshev , Will Grathwohl , Chanel Parks , Seth Benjamin , Rina Panigrahy , Shenil Dodhia , Daniel De Freitas , Chris Sauer , Will Song , Ferran Alet , Jackson Tolins , Cosmin Paduraru , Xingyi Zhou , Brian Albert , Zizhao Zhang , Lei Shu , Mudit Bansal , Sarah Nguyen , Amir Globerson , Owen Xiao , James Manyika , Tom Hennigan , Rong Rong , Josip Matak , Anton Bakalov , Ankur Sharma , Danila Sinopalnikov , Andrew Pierson , Stephen Roller , Geoff Brown , Mingcen Gao , Toshiyuki Fukuzawa , Amin Ghafouri , Kenny Vassigh , Iain Barr , Zhicheng Wang , Anna Korsun , Rajesh Jayaram , Lijie Ren , Tim Zaman , Samira Khan , Yana Lunts , Dan Deutsch , Dave Uthus , Nitzan Katz , Masha Samsikova , Amr Khalifa , Nikhil Sethi , Jiao Sun , Luming Tang , Uri Alon , Xianghong Luo , Dian Yu , Abhishek Nayyar , Bryce Petrini , Will Truong , Vincent Hellendoorn , Nikolai Chinaev , Chris Alberti , Wei Wang , Jingcao Hu , Vahab Mirrokni , Ananth Balashankar , Avia Aharon , Aahil Mehta , Ahmet Iscen , Joseph Kready , Lucas Manning , Anhad Mohananey , Yuankai Chen , Anshuman Tripathi , Allen Wu , Igor Petrovski , Dawsen Hwang , Martin Baeuml , Shreyas Chandrakaladharan , Yuan Liu , Rey Coaguila , Maxwell Chen , Sally Ma , Pouya Tafti , Susheel Tatineni , Terry Spitz , Jiayu Ye , Paul Vicol , Mihaela Rosca , Adrià Puigdomènech , Zohar Yahav , Sanjay Ghemawat , Hanzhao Lin , Phoebe Kirk , Zaid Nabulsi , Sergey Brin , Bernd Bohnet , Ken Caluwaerts , Aditya Srikanth Veerubhotla , Dan Zheng , Zihang Dai , Petre Petrov , Yichong Xu , Ramin Mehran , Zhuo Xu , Luisa Zintgraf , Jiho Choi , Spurthi Amba Hombaiah , Romal Thoppilan , Sashank Reddi , Lukasz Lew , Li Li , Kellie Webster , KP Sawhney , Lampros Lamprou , Siamak Shakeri , Mayank Lunayach , Jianmin Chen , Sumit Bagri , Alex Salcianu , Ying Chen , Yani Donchev , Charlotte Magister , Signe Nørly , Vitor Rodrigues , Tomas Izo , Hila Noga , Joe Zou , Thomas Köppe , Wenxuan Zhou , Kenton Lee , Xiangzhu Long , Danielle Eisenbud , Anthony Chen , Connor Schenck , Chi Ming To , Peilin Zhong , Emanuel Taropa , Minh Truong , Omer Levy , Danilo Martins , Zhiyuan Zhang , Christopher Semturs , Kelvin Zhang , Alex Yakubovich , Pol Moreno , Lara McConnaughey , Di Lu , Sam Redmond , Lotte Weerts , Yonatan Bitton , Tiziana Refice , Nicolas Lacasse , Arthur Conmy , Corentin Tallec , Julian Odell , Hannah Forbes-Pollard , Arkadiusz Socala , Jonathan Hoech , Pushmeet Kohli , Alanna Walton , Rui Wang , Mikita Sazanovich , Kexin Zhu , Andrei Kapishnikov , Rich Galt , Matthew Denton , Ben Murdoch , Caitlin Sikora , Kareem Mohamed , Wei Wei , Uri First , Tim McConnell , Luis C. Cobo , James Qin , Thi Avrahami , Daniel Balle , Yu Watanabe , Annie Louis , Adam Kraft , Setareh Ariafar , Yiming Gu , Eugénie Rives , Charles Yoon , Andrei Rusu , James Cobon-Kerr , Chris Hahn , Jiaming Luo , Yuvein , Zhu , Niharika Ahuja , Rodrigo Benenson , Raphaël Lopez Kaufman , Honglin Yu , Lloyd Hightower , Junlin Zhang , Darren Ni , Lisa Anne Hendricks , Gabby Wang , Gal Yona , Lalit Jain , Pablo Barrio , Surya Bhupatiraju , Siva Velusamy , Allan Dafoe , Sebastian Riedel , Tara Thomas , Zhe Yuan , Mathias Bellaiche , Sheena Panthaplackel , Klemen Kloboves , Sarthak Jauhari , Canfer Akbulut , Todor Davchev , Evgeny Gladchenko , David Madras , Aleksandr Chuklin , Tyrone Hill , Quan Yuan , Mukundan Madhavan , Luke Leonhard , Dylan Scandinaro , Qihang Chen , Ning Niu , Arthur Douillard , Bogdan Damoc , Yasumasa Onoe , Fabian Pedregosa , Fred Bertsch , Chas Leichner , Joseph Pagadora , Jonathan Malmaud , Sameera Ponda , Andy Twigg , Oleksii Duzhyi , Jingwei Shen , Miaosen Wang , Roopal Garg , Jing Chen , Utku Evci , Jonathan Lee , Leon Liu , Koji Kojima , Masa Yamaguchi , Arunkumar Rajendran , AJ Piergiovanni , Vinodh Kumar Rajendran , Marco Fornoni , Gabriel Ibagon , Harry Ragan , Sadh MNM Khan , John Blitzer , Andrew Bunner , Guan Sun , Takahiro Kosakai , Scott Lundberg , Ndidi Elue , Kelvin Guu , SK Park , Jane Park , Arunachalam Narayanaswamy , Chengda Wu , Jayaram Mudigonda , Trevor Cohn , Hairong Mu , Ravi Kumar , Laura Graesser , Yichi Zhang , Richard Killam , Vincent Zhuang , Mai Giménez , Wael Al Jishi , Ruy Ley-Wild , Alex Zhai , Kazuki Osawa , Diego Cedillo , Jialu Liu , Mayank Upadhyay , Marcin Sieniek , Roshan Sharma , Tom Paine , Anelia Angelova , Sravanti Addepalli , Carolina Parada , Kingshuk Majumder , Avery Lamp , Sanjiv Kumar , Xiang Deng , Artiom Myaskovsky , Tea Sabolić , Jeffrey Dudek , Sarah York , Félix de Chaumont Quitry , Jiazhong Nie , Dee Cattle , Alok Gunjan , Bilal Piot , Waleed Khawaja , Seojin Bang , Simon Wang , Siavash Khodadadeh , Raghavender R , Praynaa Rawlani , Richard Powell , Kevin Lee , Johannes Griesser , GS Oh , Cesar Magalhaes , Yujia Li , Simon Tokumine , Hadas Natalie Vogel , Dennis Hsu , Arturo BC , Disha Jindal , Matan Cohen , Zi Yang , Junwei Yuan , Dario de Cesare , Tony Bruguier , Jun Xu , Monica Roy , Alon Jacovi , Dan Belov , Rahul Arya , Phoenix Meadowlark , Shlomi Cohen-Ganor , Wenting Ye , Patrick Morris-Suzuki , Praseem Banzal , Gan Song , Pranavaraj Ponnuramu , Fred Zhang , George Scrivener , Salah Zaiem , Alif Raditya Rochman , Kehang Han , Badih Ghazi , Kate Lee , Shahar Drath , Daniel Suo , Antonious Girgis , Pradeep Shenoy , Duy Nguyen , Douglas Eck , Somit Gupta , Le Yan , Joao Carreira , Anmol Gulati , Ruoxin Sang , Daniil Mirylenka , Emma Cooney , Edward Chou , Mingyang Ling , Cindy Fan , Ben Coleman , Guilherme Tubone , Ravin Kumar , Jason Baldridge , Felix Hernandez-Campos , Angeliki Lazaridou , James Besley , Itay Yona , Neslihan Bulut , Quentin Wellens , AJ Pierigiovanni , Jasmine George , Richard Green , Pu Han , Connie Tao , Geoff Clark , Chong You , Abbas Abdolmaleki , Justin Fu , Tongzhou Chen , Ashwin Chaugule , Angad Chandorkar , Altaf Rahman , Will Thompson , Penporn Koanantakool , Mike Bernico , Jie Ren , Andrey Vlasov , Sergei Vassilvitskii , Maciej Kula , Yizhong Liang , Dahun Kim , Yangsibo Huang , Chengxi Ye , Dmitry Lepikhin , Wesley Helmholz
In this report, we introduce the Gemini 1.5 family of models, representing the next generation of highly compute-efficient multimodal models capable of recalling and reasoning over fine-grained information from millions of tokens of…
Computation and Language · Computer Science
2024-12-17
Gemini Team , Petko Georgiev , Ving Ian Lei , Ryan Burnell , Libin Bai , Anmol Gulati , Garrett Tanzer , Damien Vincent , Zhufeng Pan , Shibo Wang , Soroosh Mariooryad , Yifan Ding , Xinyang Geng , Fred Alcober , Roy Frostig , Mark Omernick , Lexi Walker , Cosmin Paduraru , Christina Sorokin , Andrea Tacchetti , Colin Gaffney , Samira Daruki , Olcan Sercinoglu , Zach Gleicher , Juliette Love , Paul Voigtlaender , Rohan Jain , Gabriela Surita , Kareem Mohamed , Rory Blevins , Junwhan Ahn , Tao Zhu , Kornraphop Kawintiranon , Orhan Firat , Yiming Gu , Yujing Zhang , Matthew Rahtz , Manaal Faruqui , Natalie Clay , Justin Gilmer , JD Co-Reyes , Ivo Penchev , Rui Zhu , Nobuyuki Morioka , Kevin Hui , Krishna Haridasan , Victor Campos , Mahdis Mahdieh , Mandy Guo , Samer Hassan , Kevin Kilgour , Arpi Vezer , Heng-Tze Cheng , Raoul de Liedekerke , Siddharth Goyal , Paul Barham , DJ Strouse , Seb Noury , Jonas Adler , Mukund Sundararajan , Sharad Vikram , Dmitry Lepikhin , Michela Paganini , Xavier Garcia , Fan Yang , Dasha Valter , Maja Trebacz , Kiran Vodrahalli , Chulayuth Asawaroengchai , Roman Ring , Norbert Kalb , Livio Baldini Soares , Siddhartha Brahma , David Steiner , Tianhe Yu , Fabian Mentzer , Antoine He , Lucas Gonzalez , Bibo Xu , Raphael Lopez Kaufman , Laurent El Shafey , Junhyuk Oh , Tom Hennigan , George van den Driessche , Seth Odoom , Mario Lucic , Becca Roelofs , Sid Lall , Amit Marathe , Betty Chan , Santiago Ontanon , Luheng He , Denis Teplyashin , Jonathan Lai , Phil Crone , Bogdan Damoc , Lewis Ho , Sebastian Riedel , Karel Lenc , Chih-Kuan Yeh , Aakanksha Chowdhery , Yang Xu , Mehran Kazemi , Ehsan Amid , Anastasia Petrushkina , Kevin Swersky , Ali Khodaei , Gowoon Chen , Chris Larkin , Mario Pinto , Geng Yan , Adria Puigdomenech Badia , Piyush Patil , Steven Hansen , Dave Orr , Sebastien M. R. Arnold , Jordan Grimstad , Andrew Dai , Sholto Douglas , Rishika Sinha , Vikas Yadav , Xi Chen , Elena Gribovskaya , Jacob Austin , Jeffrey Zhao , Kaushal Patel , Paul Komarek , Sophia Austin , Sebastian Borgeaud , Linda Friso , Abhimanyu Goyal , Ben Caine , Kris Cao , Da-Woon Chung , Matthew Lamm , Gabe Barth-Maron , Thais Kagohara , Kate Olszewska , Mia Chen , Kaushik Shivakumar , Rishabh Agarwal , Harshal Godhia , Ravi Rajwar , Javier Snaider , Xerxes Dotiwalla , Yuan Liu , Aditya Barua , Victor Ungureanu , Yuan Zhang , Bat-Orgil Batsaikhan , Mateo Wirth , James Qin , Ivo Danihelka , Tulsee Doshi , Martin Chadwick , Jilin Chen , Sanil Jain , Quoc Le , Arjun Kar , Madhu Gurumurthy , Cheng Li , Ruoxin Sang , Fangyu Liu , Lampros Lamprou , Rich Munoz , Nathan Lintz , Harsh Mehta , Heidi Howard , Malcolm Reynolds , Lora Aroyo , Quan Wang , Lorenzo Blanco , Albin Cassirer , Jordan Griffith , Dipanjan Das , Stephan Lee , Jakub Sygnowski , Zach Fisher , James Besley , Richard Powell , Zafarali Ahmed , Dominik Paulus , David Reitter , Zalan Borsos , Rishabh Joshi , Aedan Pope , Steven Hand , Vittorio Selo , Vihan Jain , Nikhil Sethi , Megha Goel , Takaki Makino , Rhys May , Zhen Yang , Johan Schalkwyk , Christina Butterfield , Anja Hauth , Alex Goldin , Will Hawkins , Evan Senter , Sergey Brin , Oliver Woodman , Marvin Ritter , Eric Noland , Minh Giang , Vijay Bolina , Lisa Lee , Tim Blyth , Ian Mackinnon , Machel Reid , Obaid Sarvana , David Silver , Alexander Chen , Lily Wang , Loren Maggiore , Oscar Chang , Nithya Attaluri , Gregory Thornton , Chung-Cheng Chiu , Oskar Bunyan , Nir Levine , Timothy Chung , Evgenii Eltyshev , Xiance Si , Timothy Lillicrap , Demetra Brady , Vaibhav Aggarwal , Boxi Wu , Yuanzhong Xu , Ross McIlroy , Kartikeya Badola , Paramjit Sandhu , Erica Moreira , Wojciech Stokowiec , Ross Hemsley , Dong Li , Alex Tudor , Pranav Shyam , Elahe Rahimtoroghi , Salem Haykal , Pablo Sprechmann , Xiang Zhou , Diana Mincu , Yujia Li , Ravi Addanki , Kalpesh Krishna , Xiao Wu , Alexandre Frechette , Matan Eyal , Allan Dafoe , Dave Lacey , Jay Whang , Thi Avrahami , Ye Zhang , Emanuel Taropa , Hanzhao Lin , Daniel Toyama , Eliza Rutherford , Motoki Sano , HyunJeong Choe , Alex Tomala , Chalence Safranek-Shrader , Nora Kassner , Mantas Pajarskas , Matt Harvey , Sean Sechrist , Meire Fortunato , Christina Lyu , Gamaleldin Elsayed , Chenkai Kuang , James Lottes , Eric Chu , Chao Jia , Chih-Wei Chen , Peter Humphreys , Kate Baumli , Connie Tao , Rajkumar Samuel , Cicero Nogueira dos Santos , Anders Andreassen , Nemanja Rakićević , Dominik Grewe , Aviral Kumar , Stephanie Winkler , Jonathan Caton , Andrew Brock , Sid Dalmia , Hannah Sheahan , Iain Barr , Yingjie Miao , Paul Natsev , Jacob Devlin , Feryal Behbahani , Flavien Prost , Yanhua Sun , Artiom Myaskovsky , Thanumalayan Sankaranarayana Pillai , Dan Hurt , Angeliki Lazaridou , Xi Xiong , Ce Zheng , Fabio Pardo , Xiaowei Li , Dan Horgan , Joe Stanton , Moran Ambar , Fei Xia , Alejandro Lince , Mingqiu Wang , Basil Mustafa , Albert Webson , Hyo Lee , Rohan Anil , Martin Wicke , Timothy Dozat , Abhishek Sinha , Enrique Piqueras , Elahe Dabir , Shyam Upadhyay , Anudhyan Boral , Lisa Anne Hendricks , Corey Fry , Josip Djolonga , Yi Su , Jake Walker , Jane Labanowski , Ronny Huang , Vedant Misra , Jeremy Chen , RJ Skerry-Ryan , Avi Singh , Shruti Rijhwani , Dian Yu , Alex Castro-Ros , Beer Changpinyo , Romina Datta , Sumit Bagri , Arnar Mar Hrafnkelsson , Marcello Maggioni , Daniel Zheng , Yury Sulsky , Shaobo Hou , Tom Le Paine , Antoine Yang , Jason Riesa , Dominika Rogozinska , Dror Marcus , Dalia El Badawy , Qiao Zhang , Luyu Wang , Helen Miller , Jeremy Greer , Lars Lowe Sjos , Azade Nova , Heiga Zen , Rahma Chaabouni , Mihaela Rosca , Jiepu Jiang , Charlie Chen , Ruibo Liu , Tara Sainath , Maxim Krikun , Alex Polozov , Jean-Baptiste Lespiau , Josh Newlan , Zeyncep Cankara , Soo Kwak , Yunhan Xu , Phil Chen , Andy Coenen , Clemens Meyer , Katerina Tsihlas , Ada Ma , Juraj Gottweis , Jinwei Xing , Chenjie Gu , Jin Miao , Christian Frank , Zeynep Cankara , Sanjay Ganapathy , Ishita Dasgupta , Steph Hughes-Fitt , Heng Chen , David Reid , Keran Rong , Hongmin Fan , Joost van Amersfoort , Vincent Zhuang , Aaron Cohen , Shixiang Shane Gu , Anhad Mohananey , Anastasija Ilic , Taylor Tobin , John Wieting , Anna Bortsova , Phoebe Thacker , Emma Wang , Emily Caveness , Justin Chiu , Eren Sezener , Alex Kaskasoli , Steven Baker , Katie Millican , Mohamed Elhawaty , Kostas Aisopos , Carl Lebsack , Nathan Byrd , Hanjun Dai , Wenhao Jia , Matthew Wiethoff , Elnaz Davoodi , Albert Weston , Lakshman Yagati , Arun Ahuja , Isabel Gao , Golan Pundak , Susan Zhang , Michael Azzam , Khe Chai Sim , Sergi Caelles , James Keeling , Abhanshu Sharma , Andy Swing , YaGuang Li , Chenxi Liu , Carrie Grimes Bostock , Yamini Bansal , Zachary Nado , Ankesh Anand , Josh Lipschultz , Abhijit Karmarkar , Lev Proleev , Abe Ittycheriah , Soheil Hassas Yeganeh , George Polovets , Aleksandra Faust , Jiao Sun , Alban Rrustemi , Pen Li , Rakesh Shivanna , Jeremiah Liu , Chris Welty , Federico Lebron , Anirudh Baddepudi , Sebastian Krause , Emilio Parisotto , Radu Soricut , Zheng Xu , Dawn Bloxwich , Melvin Johnson , Behnam Neyshabur , Justin Mao-Jones , Renshen Wang , Vinay Ramasesh , Zaheer Abbas , Arthur Guez , Constant Segal , Duc Dung Nguyen , James Svensson , Le Hou , Sarah York , Kieran Milan , Sophie Bridgers , Wiktor Gworek , Marco Tagliasacchi , James Lee-Thorp , Michael Chang , Alexey Guseynov , Ale Jakse Hartman , Michael Kwong , Ruizhe Zhao , Sheleem Kashem , Elizabeth Cole , Antoine Miech , Richard Tanburn , Mary Phuong , Filip Pavetic , Sebastien Cevey , Ramona Comanescu , Richard Ives , Sherry Yang , Cosmo Du , Bo Li , Zizhao Zhang , Mariko Iinuma , Clara Huiyi Hu , Aurko Roy , Shaan Bijwadia , Zhenkai Zhu , Danilo Martins , Rachel Saputro , Anita Gergely , Steven Zheng , Dawei Jia , Ioannis Antonoglou , Adam Sadovsky , Shane Gu , Yingying Bi , Alek Andreev , Sina Samangooei , Mina Khan , Tomas Kocisky , Angelos Filos , Chintu Kumar , Colton Bishop , Adams Yu , Sarah Hodkinson , Sid Mittal , Premal Shah , Alexandre Moufarek , Yong Cheng , Adam Bloniarz , Jaehoon Lee , Pedram Pejman , Paul Michel , Stephen Spencer , Vladimir Feinberg , Xuehan Xiong , Nikolay Savinov , Charlotte Smith , Siamak Shakeri , Dustin Tran , Mary Chesus , Bernd Bohnet , George Tucker , Tamara von Glehn , Carrie Muir , Yiran Mao , Hideto Kazawa , Ambrose Slone , Kedar Soparkar , Disha Shrivastava , James Cobon-Kerr , Michael Sharman , Jay Pavagadhi , Carlos Araya , Karolis Misiunas , Nimesh Ghelani , Michael Laskin , David Barker , Qiujia Li , Anton Briukhov , Neil Houlsby , Mia Glaese , Balaji Lakshminarayanan , Nathan Schucher , Yunhao Tang , Eli Collins , Hyeontaek Lim , Fangxiaoyu Feng , Adria Recasens , Guangda Lai , Alberto Magni , Nicola De Cao , Aditya Siddhant , Zoe Ashwood , Jordi Orbay , Mostafa Dehghani , Jenny Brennan , Yifan He , Kelvin Xu , Yang Gao , Carl Saroufim , James Molloy , Xinyi Wu , Seb Arnold , Solomon Chang , Julian Schrittwieser , Elena Buchatskaya , Soroush Radpour , Martin Polacek , Skye Giordano , Ankur Bapna , Simon Tokumine , Vincent Hellendoorn , Thibault Sottiaux , Sarah Cogan , Aliaksei Severyn , Mohammad Saleh , Shantanu Thakoor , Laurent Shefey , Siyuan Qiao , Meenu Gaba , Shuo-yiin Chang , Craig Swanson , Biao Zhang , Benjamin Lee , Paul Kishan Rubenstein , Gan Song , Tom Kwiatkowski , Anna Koop , Ajay Kannan , David Kao , Parker Schuh , Axel Stjerngren , Golnaz Ghiasi , Gena Gibson , Luke Vilnis , Ye Yuan , Felipe Tiengo Ferreira , Aishwarya Kamath , Ted Klimenko , Ken Franko , Kefan Xiao , Indro Bhattacharya , Miteyan Patel , Rui Wang , Alex Morris , Robin Strudel , Vivek Sharma , Peter Choy , Sayed Hadi Hashemi , Jessica Landon , Mara Finkelstein , Priya Jhakra , Justin Frye , Megan Barnes , Matthew Mauger , Dennis Daun , Khuslen Baatarsukh , Matthew Tung , Wael Farhan , Henryk Michalewski , Fabio Viola , Felix de Chaumont Quitry , Charline Le Lan , Tom Hudson , Qingze Wang , Felix Fischer , Ivy Zheng , Elspeth White , Anca Dragan , Jean-baptiste Alayrac , Eric Ni , Alexander Pritzel , Adam Iwanicki , Michael Isard , Anna Bulanova , Lukas Zilka , Ethan Dyer , Devendra Sachan , Srivatsan Srinivasan , Hannah Muckenhirn , Honglong Cai , Amol Mandhane , Mukarram Tariq , Jack W. Rae , Gary Wang , Kareem Ayoub , Nicholas FitzGerald , Yao Zhao , Woohyun Han , Chris Alberti , Dan Garrette , Kashyap Krishnakumar , Mai Gimenez , Anselm Levskaya , Daniel Sohn , Josip Matak , Inaki Iturrate , Michael B. Chang , Jackie Xiang , Yuan Cao , Nishant Ranka , Geoff Brown , Adrian Hutter , Vahab Mirrokni , Nanxin Chen , Kaisheng Yao , Zoltan Egyed , Francois Galilee , Tyler Liechty , Praveen Kallakuri , Evan Palmer , Sanjay Ghemawat , Jasmine Liu , David Tao , Chloe Thornton , Tim Green , Mimi Jasarevic , Sharon Lin , Victor Cotruta , Yi-Xuan Tan , Noah Fiedel , Hongkun Yu , Ed Chi , Alexander Neitz , Jens Heitkaemper , Anu Sinha , Denny Zhou , Yi Sun , Charbel Kaed , Brice Hulse , Swaroop Mishra , Maria Georgaki , Sneha Kudugunta , Clement Farabet , Izhak Shafran , Daniel Vlasic , Anton Tsitsulin , Rajagopal Ananthanarayanan , Alen Carin , Guolong Su , Pei Sun , Shashank V , Gabriel Carvajal , Josef Broder , Iulia Comsa , Alena Repina , William Wong , Warren Weilun Chen , Peter Hawkins , Egor Filonov , Lucia Loher , Christoph Hirnschall , Weiyi Wang , Jingchen Ye , Andrea Burns , Hardie Cate , Diana Gage Wright , Federico Piccinini , Lei Zhang , Chu-Cheng Lin , Ionel Gog , Yana Kulizhskaya , Ashwin Sreevatsa , Shuang Song , Luis C. Cobo , Anand Iyer , Chetan Tekur , Guillermo Garrido , Zhuyun Xiao , Rupert Kemp , Huaixiu Steven Zheng , Hui Li , Ananth Agarwal , Christel Ngani , Kati Goshvadi , Rebeca Santamaria-Fernandez , Wojciech Fica , Xinyun Chen , Chris Gorgolewski , Sean Sun , Roopal Garg , Xinyu Ye , S. M. Ali Eslami , Nan Hua , Jon Simon , Pratik Joshi , Yelin Kim , Ian Tenney , Sahitya Potluri , Lam Nguyen Thiet , Quan Yuan , Florian Luisier , Alexandra Chronopoulou , Salvatore Scellato , Praveen Srinivasan , Minmin Chen , Vinod Koverkathu , Valentin Dalibard , Yaming Xu , Brennan Saeta , Keith Anderson , Thibault Sellam , Nick Fernando , Fantine Huot , Junehyuk Jung , Mani Varadarajan , Michael Quinn , Amit Raul , Maigo Le , Ruslan Habalov , Jon Clark , Komal Jalan , Kalesha Bullard , Achintya Singhal , Thang Luong , Boyu Wang , Sujeevan Rajayogam , Julian Eisenschlos , Johnson Jia , Daniel Finchelstein , Alex Yakubovich , Daniel Balle , Michael Fink , Sameer Agarwal , Jing Li , Dj Dvijotham , Shalini Pal , Kai Kang , Jaclyn Konzelmann , Jennifer Beattie , Olivier Dousse , Diane Wu , Remi Crocker , Chen Elkind , Siddhartha Reddy Jonnalagadda , Jong Lee , Dan Holtmann-Rice , Krystal Kallarackal , Rosanne Liu , Denis Vnukov , Neera Vats , Luca Invernizzi , Mohsen Jafari , Huanjie Zhou , Lilly Taylor , Jennifer Prendki , Marcus Wu , Tom Eccles , Tianqi Liu , Kavya Kopparapu , Francoise Beaufays , Christof Angermueller , Andreea Marzoca , Shourya Sarcar , Hilal Dib , Jeff Stanway , Frank Perbet , Nejc Trdin , Rachel Sterneck , Andrey Khorlin , Dinghua Li , Xihui Wu , Sonam Goenka , David Madras , Sasha Goldshtein , Willi Gierke , Tong Zhou , Yaxin Liu , Yannie Liang , Anais White , Yunjie Li , Shreya Singh , Sanaz Bahargam , Mark Epstein , Sujoy Basu , Li Lao , Adnan Ozturel , Carl Crous , Alex Zhai , Han Lu , Zora Tung , Neeraj Gaur , Alanna Walton , Lucas Dixon , Ming Zhang , Amir Globerson , Grant Uy , Andrew Bolt , Olivia Wiles , Milad Nasr , Ilia Shumailov , Marco Selvi , Francesco Piccinno , Ricardo Aguilar , Sara McCarthy , Misha Khalman , Mrinal Shukla , Vlado Galic , John Carpenter , Kevin Villela , Haibin Zhang , Harry Richardson , James Martens , Matko Bosnjak , Shreyas Rammohan Belle , Jeff Seibert , Mahmoud Alnahlawi , Brian McWilliams , Sankalp Singh , Annie Louis , Wen Ding , Dan Popovici , Lenin Simicich , Laura Knight , Pulkit Mehta , Nishesh Gupta , Chongyang Shi , Saaber Fatehi , Jovana Mitrovic , Alex Grills , Joseph Pagadora , Tsendsuren Munkhdalai , Dessie Petrova , Danielle Eisenbud , Zhishuai Zhang , Damion Yates , Bhavishya Mittal , Nilesh Tripuraneni , Yannis Assael , Thomas Brovelli , Prateek Jain , Mihajlo Velimirovic , Canfer Akbulut , Jiaqi Mu , Wolfgang Macherey , Ravin Kumar , Jun Xu , Haroon Qureshi , Gheorghe Comanici , Jeremy Wiesner , Zhitao Gong , Anton Ruddock , Matthias Bauer , Nick Felt , Anirudh GP , Anurag Arnab , Dustin Zelle , Jonas Rothfuss , Bill Rosgen , Ashish Shenoy , Bryan Seybold , Xinjian Li , Jayaram Mudigonda , Goker Erdogan , Jiawei Xia , Jiri Simsa , Andrea Michi , Yi Yao , Christopher Yew , Steven Kan , Isaac Caswell , Carey Radebaugh , Andre Elisseeff , Pedro Valenzuela , Kay McKinney , Kim Paterson , Albert Cui , Eri Latorre-Chimoto , Solomon Kim , William Zeng , Ken Durden , Priya Ponnapalli , Tiberiu Sosea , Christopher A. 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Brown , Anitha Vijayakumar , Ali Elqursh , Sadegh Jazayeri , Jin Huang , Sara Mc Carthy , Jay Hoover , Lucy Kim , Sandeep Kumar , Wei Chen , Courtney Biles , Garrett Bingham , Evan Rosen , Lisa Wang , Qijun Tan , David Engel , Francesco Pongetti , Dario de Cesare , Dongseong Hwang , Lily Yu , Jennifer Pullman , Srini Narayanan , Kyle Levin , Siddharth Gopal , Megan Li , Asaf Aharoni , Trieu Trinh , Jessica Lo , Norman Casagrande , Roopali Vij , Loic Matthey , Bramandia Ramadhana , Austin Matthews , CJ Carey , Matthew Johnson , Kremena Goranova , Rohin Shah , Shereen Ashraf , Kingshuk Dasgupta , Rasmus Larsen , Yicheng Wang , Manish Reddy Vuyyuru , Chong Jiang , Joana Ijazi , Kazuki Osawa , Celine Smith , Ramya Sree Boppana , Taylan Bilal , Yuma Koizumi , Ying Xu , Yasemin Altun , Nir Shabat , Ben Bariach , Alex Korchemniy , Kiam Choo , Olaf Ronneberger , Chimezie Iwuanyanwu , Shubin Zhao , David Soergel , Cho-Jui Hsieh , Irene Cai , Shariq Iqbal , Martin Sundermeyer , Zhe Chen , Elie Bursztein , Chaitanya Malaviya , Fadi Biadsy , Prakash Shroff , Inderjit Dhillon , Tejasi Latkar , Chris Dyer , Hannah Forbes , Massimo Nicosia , Vitaly Nikolaev , Somer Greene , Marin Georgiev , Pidong Wang , Nina Martin , Hanie Sedghi , John Zhang , Praseem Banzal , Doug Fritz , Vikram Rao , Xuezhi Wang , Jiageng Zhang , Viorica Patraucean , Dayou Du , Igor Mordatch , Ivan Jurin , Lewis Liu , Ayush Dubey , Abhi Mohan , Janek Nowakowski , Vlad-Doru Ion , Nan Wei , Reiko Tojo , Maria Abi Raad , Drew A. Hudson , Vaishakh Keshava , Shubham Agrawal , Kevin Ramirez , Zhichun Wu , Hoang Nguyen , Ji Liu , Madhavi Sewak , Bryce Petrini , DongHyun Choi , Ivan Philips , Ziyue Wang , Ioana Bica , Ankush Garg , Jarek Wilkiewicz , Priyanka Agrawal , Xiaowei Li , Danhao Guo , Emily Xue , Naseer Shaik , Andrew Leach , Sadh MNM Khan , Julia Wiesinger , Sammy Jerome , Abhishek Chakladar , Alek Wenjiao Wang , Tina Ornduff , Folake Abu , Alireza Ghaffarkhah , Marcus Wainwright , Mario Cortes , Frederick Liu , Joshua Maynez , Andreas Terzis , Pouya Samangouei , Riham Mansour , Tomasz Kępa , François-Xavier Aubet , Anton Algymr , Dan Banica , Agoston Weisz , Andras Orban , Alexandre Senges , Ewa Andrejczuk , Mark Geller , Niccolo Dal Santo , Valentin Anklin , Majd Al Merey , Martin Baeuml , Trevor Strohman , Junwen Bai , Slav Petrov , Yonghui Wu , Demis Hassabis , Koray Kavukcuoglu , Jeff Dean , Oriol Vinyals