Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Gheorghe Comanici ,

Eric Bieber ,

Mike Schaekermann ,

Ice Pasupat ,

Noveen Sachdeva ,

Inderjit Dhillon ,

Marcel Blistein ,

Ori Ram ,

Dan Zhang ,

Evan Rosen ,

Luke Marris ,

Sam Petulla ,

Colin Gaffney ,

Asaf Aharoni ,

Nathan Lintz ,

Tiago Cardal Pais ,

Henrik Jacobsson ,

Idan Szpektor ,

Nan-Jiang Jiang ,

Krishna Haridasan ,

Ahmed Omran ,

Nikunj Saunshi ,

Dara Bahri ,

Gaurav Mishra ,

Eric Chu ,

Toby Boyd ,

Brad Hekman ,

Aaron Parisi ,

Chaoyi Zhang ,

Kornraphop Kawintiranon ,

Tania Bedrax-Weiss ,

Oliver Wang ,

Ya Xu ,

Ollie Purkiss ,

Uri Mendlovic ,

Ilaï Deutel ,

Nam Nguyen ,

Adam Langley ,

Flip Korn ,

Lucia Rossazza ,

Alexandre Ramé ,

Sagar Waghmare ,

Helen Miller ,

Nathan Byrd ,

Ashrith Sheshan ,

Raia Hadsell Sangnie Bhardwaj ,

Pawel Janus ,

Tero Rissa ,

Dan Horgan ,

Sharon Silver ,

Ayzaan Wahid ,

Sergey Brin ,

Yves Raimond ,

Klemen Kloboves ,

Cindy Wang ,

Nitesh Bharadwaj Gundavarapu ,

Ilia Shumailov ,

Bo Wang ,

Mantas Pajarskas ,

Joe Heyward ,

Martin Nikoltchev ,

Maciej Kula ,

Hao Zhou ,

Zachary Garrett ,

Sushant Kafle ,

Sercan Arik ,

Ankita Goel ,

Mingyao Yang ,

Jiho Park ,

Koji Kojima ,

Parsa Mahmoudieh ,

Koray Kavukcuoglu ,

Grace Chen ,

Doug Fritz ,

Anton Bulyenov ,

Sudeshna Roy ,

Dimitris Paparas ,

Hadar Shemtov ,

Bo-Juen Chen ,

Robin Strudel ,

David Reitter ,

Aurko Roy ,

Andrey Vlasov ,

Changwan Ryu ,

Chas Leichner ,

Haichuan Yang ,

Zelda Mariet ,

Denis Vnukov ,

Tim Sohn ,

Amy Stuart ,

Wei Liang ,

Minmin Chen ,

Praynaa Rawlani ,

Christy Koh ,

JD Co-Reyes ,

Guangda Lai ,

Praseem Banzal ,

Dimitrios Vytiniotis ,

Jieru Mei ,

Mu Cai ,

Mohammed Badawi ,

Corey Fry ,

Ale Hartman ,

Daniel Zheng ,

Eric Jia ,

James Keeling ,

Annie Louis ,

Ying Chen ,

Efren Robles ,

Wei-Chih Hung ,

Howard Zhou ,

Nikita Saxena ,

Sonam Goenka ,

Olivia Ma ,

Zach Fisher ,

Mor Hazan Taege ,

Emily Graves ,

David Steiner ,

Yujia Li ,

Sarah Nguyen ,

Rahul Sukthankar ,

Joe Stanton ,

Ali Eslami ,

Gloria Shen ,

Berkin Akin ,

Alexey Guseynov ,

Yiqian Zhou ,

Jean-Baptiste Alayrac ,

Armand Joulin ,

Efrat Farkash ,

Ashish Thapliyal ,

Stephen Roller ,

Noam Shazeer ,

Todor Davchev ,

Terry Koo ,

Hannah Forbes-Pollard ,

Kartik Audhkhasi ,

Greg Farquhar ,

Adi Mayrav Gilady ,

Maggie Song ,

John Aslanides ,

Piermaria Mendolicchio ,

Alicia Parrish ,

John Blitzer ,

Pramod Gupta ,

Xiaoen Ju ,

Xiaochen Yang ,

Puranjay Datta ,

Andrea Tacchetti ,

Sanket Vaibhav Mehta ,

Gregory Dibb ,

Shubham Gupta ,

Federico Piccinini ,

Raia Hadsell ,

Sujee Rajayogam ,

Jiepu Jiang ,

Patrick Griffin ,

Patrik Sundberg ,

Jamie Hayes ,

Alexey Frolov ,

Tian Xie ,

Adam Zhang ,

Kingshuk Dasgupta ,

Uday Kalra ,

Lior Shani ,

Klaus Macherey ,

Tzu-Kuo Huang ,

Liam MacDermed ,

Karthik Duddu ,

Paulo Zacchello ,

Zi Yang ,

Jessica Lo ,

Kai Hui ,

Matej Kastelic ,

Derek Gasaway ,

Qijun Tan ,

Summer Yue ,

Pablo Barrio ,

John Wieting ,

Weel Yang ,

Andrew Nystrom ,

Solomon Demmessie ,

Anselm Levskaya ,

Fabio Viola ,

Chetan Tekur ,

Greg Billock ,

George Necula ,

Mandar Joshi ,

Rylan Schaeffer ,

Swachhand Lokhande ,

Christina Sorokin ,

Pradeep Shenoy ,

Mia Chen ,

Mark Collier ,

Hongji Li ,

Taylor Bos ,

Nevan Wichers ,

Sun Jae Lee ,

Angéline Pouget ,

Santhosh Thangaraj ,

Kyriakos Axiotis ,

Phil Crone ,

Rachel Sterneck ,

Nikolai Chinaev ,

Victoria Krakovna ,

Oleksandr Ferludin ,

Ian Gemp ,

Stephanie Winkler ,

Dan Goldberg ,

Ivan Korotkov ,

Kefan Xiao ,

Malika Mehrotra ,

Sandeep Mariserla ,

Vihari Piratla ,

Terry Thurk ,

Khiem Pham ,

Hongxu Ma ,

Alexandre Senges ,

Ravi Kumar ,

Clemens Meyer ,

Ellie Talius ,

Nuo Wang Pierse ,

Ballie Sandhu ,

Horia Toma ,

Kuo Lin ,

Swaroop Nath ,

Tom Stone ,

Dorsa Sadigh ,

Nikita Gupta ,

Arthur Guez ,

Avi Singh ,

Matt Thomas ,

Tom Duerig ,

Yuan Gong ,

Richard Tanburn ,

Lydia Lihui Zhang ,

Phuong Dao ,

Mohamed Hammad ,

Sirui Xie ,

Shruti Rijhwani ,

Ben Murdoch ,

Duhyeon Kim ,

Will Thompson ,

Heng-Tze Cheng ,

Daniel Sohn ,

Pablo Sprechmann ,

Qiantong Xu ,

Srinivas Tadepalli ,

Peter Young ,

Ye Zhang ,

Hansa Srinivasan ,

Miranda Aperghis ,

Aditya Ayyar ,

Hen Fitoussi ,

Ryan Burnell ,

David Madras ,

Mike Dusenberry ,

Xi Xiong ,

Tayo Oguntebi ,

Ben Albrecht ,

Jörg Bornschein ,

Jovana Mitrović ,

Mason Dimarco ,

Bhargav Kanagal Shamanna ,

Premal Shah ,

Eren Sezener ,

Shyam Upadhyay ,

Dave Lacey ,

Craig Schiff ,

Sebastien Baur ,

Sanjay Ganapathy ,

Eva Schnider ,

Mateo Wirth ,

Connor Schenck ,

Andrey Simanovsky ,

Yi-Xuan Tan ,

Philipp Fränken ,

Dennis Duan ,

Bharath Mankalale ,

Nikhil Dhawan ,

Kevin Sequeira ,

Zichuan Wei ,

Shivanker Goel ,

Caglar Unlu ,

Yukun Zhu ,

Haitian Sun ,

Ananth Balashankar ,

Kurt Shuster ,

Megh Umekar ,

Mahmoud Alnahlawi ,

Aäron van den Oord ,

Kelly Chen ,

Yuexiang Zhai ,

Zihang Dai ,

Kuang-Huei Lee ,

Eric Doi ,

Lukas Zilka ,

Rohith Vallu ,

Disha Shrivastava ,

Jason Lee ,

Hisham Husain ,

Honglei Zhuang ,

Vincent Cohen-Addad ,

Jarred Barber ,

James Atwood ,

Adam Sadovsky ,

Quentin Wellens ,

Steven Hand ,

Arunkumar Rajendran ,

Aybuke Turker ,

CJ Carey ,

Yuanzhong Xu ,

Hagen Soltau ,

Zefei Li ,

Xinying Song ,

Conglong Li ,

Iurii Kemaev ,

Sasha Brown ,

Andrea Burns ,

Viorica Patraucean ,

Piotr Stanczyk ,

Renga Aravamudhan ,

Mathieu Blondel ,

Hila Noga ,

Lorenzo Blanco ,

Will Song ,

Michael Isard ,

Mandar Sharma ,

Reid Hayes ,

Dalia El Badawy ,

Avery Lamp ,

Itay Laish ,

Olga Kozlova ,

Kelvin Chan ,

Sahil Singla ,

Srinivas Sunkara ,

Mayank Upadhyay ,

Chang Liu ,

Aijun Bai ,

Jarek Wilkiewicz ,

Martin Zlocha ,

Jeremiah Liu ,

Zhuowan Li ,

Haiguang Li ,

Omer Barak ,

Ganna Raboshchuk ,

Jiho Choi ,

Fangyu Liu ,

Erik Jue ,

Mohit Sharma ,

Andreea Marzoca ,

Robert Busa-Fekete ,

Anna Korsun ,

Andre Elisseeff ,

Zhe Shen ,

Sara Mc Carthy ,

Kay Lamerigts ,

Anahita Hosseini ,

Hanzhao Lin ,

Charlie Chen ,

Fan Yang ,

Kushal Chauhan ,

Mark Omernick ,

Dawei Jia ,

Karina Zainullina ,

Demis Hassabis ,

Danny Vainstein ,

Ehsan Amid ,

Xiang Zhou ,

Ronny Votel ,

Eszter Vértes ,

Xinjian Li ,

Zongwei Zhou ,

Angeliki Lazaridou ,

Brendan McMahan ,

Arjun Narayanan ,

Hubert Soyer ,

Sujoy Basu ,

Kayi Lee ,

Bryan Perozzi ,

Qin Cao ,

Leonard Berrada ,

Rahul Arya ,

Ke Chen ,

Katrina ,

Xu ,

Matthias Lochbrunner ,

Alex Hofer ,

Sahand Sharifzadeh ,

Renjie Wu ,

Sally Goldman ,

Pranjal Awasthi ,

Xuezhi Wang ,

Yan Wu ,

Claire Sha ,

Biao Zhang ,

Maciej Mikuła ,

Filippo Graziano ,

Siobhan Mcloughlin ,

Irene Giannoumis ,

Youhei Namiki ,

Chase Malik ,

Carey Radebaugh ,

Jamie Hall ,

Ramiro Leal-Cavazos ,

Jianmin Chen ,

Vikas Sindhwani ,

David Kao ,

David Greene ,

Jordan Griffith ,

Chris Welty ,

Ceslee Montgomery ,

Toshihiro Yoshino ,

Liangzhe Yuan ,

Noah Goodman ,

Assaf Hurwitz Michaely ,

Kevin Lee ,

KP Sawhney ,

Wei Chen ,

Zheng Zheng ,

Megan Shum ,

Nikolay Savinov ,

Etienne Pot ,

Alex Pak ,

Morteza Zadimoghaddam ,

Sijal Bhatnagar ,

Yoad Lewenberg ,

Blair Kutzman ,

Ji Liu ,

Lesley Katzen ,

Jeremy Selier ,

Josip Djolonga ,

Dmitry Lepikhin ,

Kelvin Xu ,

Jacky Liang ,

Jiewen Tan ,

Benoit Schillings ,

Muge Ersoy ,

Pete Blois ,

Bernd Bandemer ,

Abhimanyu Singh ,

Sergei Lebedev ,

Pankaj Joshi ,

Adam R. Brown ,

Evan Palmer ,

Shreya Pathak ,

Komal Jalan ,

Fedir Zubach ,

Shuba Lall ,

Randall Parker ,

Alok Gunjan ,

Sergey Rogulenko ,

Sumit Sanghai ,

Zhaoqi Leng ,

Zoltan Egyed ,

Shixin Li ,

Maria Ivanova ,

Kostas Andriopoulos ,

Jin Xie ,

Elan Rosenfeld ,

Auriel Wright ,

Ankur Sharma ,

Xinyang Geng ,

Yicheng Wang ,

Sam Kwei ,

Renke Pan ,

Yujing Zhang ,

Gabby Wang ,

Xi Liu ,

Chak Yeung ,

Elizabeth Cole ,

Aviv Rosenberg ,

Zhen Yang ,

Phil Chen ,

George Polovets ,

Pranav Nair ,

Rohun Saxena ,

Josh Smith ,

Shuo-yiin Chang ,

Aroma Mahendru ,

Svetlana Grant ,

Anand Iyer ,

Irene Cai ,

Jed McGiffin ,

Jiaming Shen ,

Alanna Walton ,

Antonious Girgis ,

Oliver Woodman ,

Rosemary Ke ,

Mike Kwong ,

Louis Rouillard ,

Jinmeng Rao ,

Zhihao Li ,

Yuntao Xu ,

Flavien Prost ,

Chi Zou ,

Ziwei Ji ,

Alberto Magni ,

Tyler Liechty ,

Dan A. Calian ,

Deepak Ramachandran ,

Igor Krivokon ,

Hui Huang ,

Terry Chen ,

Anja Hauth ,

Anastasija Ilić ,

Weijuan Xi ,

Hyeontaek Lim ,

Vlad-Doru Ion ,

Pooya Moradi ,

Metin Toksoz-Exley ,

Kalesha Bullard ,

Miltos Allamanis ,

Xiaomeng Yang ,

Sophie Wang ,

Zhi Hong ,

Anita Gergely ,

Cheng Li ,

Bhavishya Mittal ,

Vitaly Kovalev ,

Victor Ungureanu ,

Jane Labanowski ,

Jan Wassenberg ,

Nicolas Lacasse ,

Geoffrey Cideron ,

Petar Dević ,

Annie Marsden ,

Lynn Nguyen ,

Michael Fink ,

Yin Zhong ,

Tatsuya Kiyono ,

Desi Ivanov ,

Sally Ma ,

Max Bain ,

Kiran Yalasangi ,

Jennifer She ,

Anastasia Petrushkina ,

Mayank Lunayach ,

Carla Bromberg ,

Sarah Hodkinson ,

Vilobh Meshram ,

Daniel Vlasic ,

Austin Kyker ,

Steve Xu ,

Jeff Stanway ,

Zuguang Yang ,

Kai Zhao ,

Matthew Tung ,

Seth Odoom ,

Yasuhisa Fujii ,

Justin Gilmer ,

Eunyoung Kim ,

Felix Halim ,

Quoc Le ,

Bernd Bohnet ,

Seliem El-Sayed ,

Behnam Neyshabur ,

Malcolm Reynolds ,

Dean Reich ,

Yang Xu ,

Erica Moreira ,

Anuj Sharma ,

Zeyu Liu ,

Mohammad Javad Hosseini ,

Naina Raisinghani ,

Yi Su ,

Ni Lao ,

Daniel Formoso ,

Marco Gelmi ,

Almog Gueta ,

Tapomay Dey ,

Elena Gribovskaya ,

Domagoj Ćevid ,

Sidharth Mudgal ,

Garrett Bingham ,

Jianling Wang ,

Anurag Kumar ,

Alex Cullum ,

Feng Han ,

Konstantinos Bousmalis ,

Diego Cedillo ,

Grace Chu ,

Vladimir Magay ,

Paul Michel ,

Ester Hlavnova ,

Daniele Calandriello ,

Setareh Ariafar ,

Kaisheng Yao ,

Vikash Sehwag ,

Arpi Vezer ,

Agustin Dal Lago ,

Zhenkai Zhu ,

Paul Kishan Rubenstein ,

Allen Porter ,

Anirudh Baddepudi ,

Oriana Riva ,

Mihai Dorin Istin ,

Chih-Kuan Yeh ,

Zhi Li ,

Andrew Howard ,

Nilpa Jha ,

Jeremy Chen ,

Raoul de Liedekerke ,

Zafarali Ahmed ,

Mikel Rodriguez ,

Tanuj Bhatia ,

Bangju Wang ,

Ali Elqursh ,

David Klinghoffer ,

Peter Chen ,

Pushmeet Kohli ,

Te I ,

Weiyang Zhang ,

Zack Nado ,

Jilin Chen ,

Maxwell Chen ,

George Zhang ,

Aayush Singh ,

Adam Hillier ,

Federico Lebron ,

Yiqing Tao ,

Ting Liu ,

Gabriel Dulac-Arnold ,

Jingwei Zhang ,

Shashi Narayan ,

Buhuang Liu ,

Orhan Firat ,

Abhishek Bhowmick ,

Bingyuan Liu ,

Hao Zhang ,

Zizhao Zhang ,

Georges Rotival ,

Nathan Howard ,

Anu Sinha ,

Alexander Grushetsky ,

Benjamin Beyret ,

Keerthana Gopalakrishnan ,

James Zhao ,

Kyle He ,

Szabolcs Payrits ,

Zaid Nabulsi ,

Zhaoyi Zhang ,

Weijie Chen ,

Edward Lee ,

Nova Fallen ,

Sreenivas Gollapudi ,

Aurick Zhou ,

Filip Pavetić ,

Thomas Köppe ,

Shiyu Huang ,

Rama Pasumarthi ,

Nick Fernando ,

Felix Fischer ,

Daria Ćurko ,

Yang Gao ,

James Svensson ,

Austin Stone ,

Haroon Qureshi ,

Abhishek Sinha ,

Apoorv Kulshreshtha ,

Martin Matysiak ,

Jieming Mao ,

Carl Saroufim ,

Aleksandra Faust ,

Qingnan Duan ,

Gil Fidel ,

Kaan Katircioglu ,

Raphaël Lopez Kaufman ,

Dhruv Shah ,

Weize Kong ,

Abhishek Bapna ,

Gellért Weisz ,

Emma Dunleavy ,

Praneet Dutta ,

Tianqi Liu ,

Rahma Chaabouni ,

Carolina Parada ,

Marcus Wu ,

Alexandra Belias ,

Alessandro Bissacco ,

Stanislav Fort ,

Li Xiao ,

Fantine Huot ,

Chris Knutsen ,

Yochai Blau ,

Gang Li ,

Jennifer Prendki ,

Juliette Love ,

Yinlam Chow ,

Pichi Charoenpanit ,

Hidetoshi Shimokawa ,

Vincent Coriou ,

Karol Gregor ,

Tomas Izo ,

Arjun Akula ,

Mario Pinto ,

Chris Hahn ,

Dominik Paulus ,

Jiaxian Guo ,

Neha Sharma ,

Cho-Jui Hsieh ,

Adaeze Chukwuka ,

Kazuma Hashimoto ,

Nathalie Rauschmayr ,

Ling Wu ,

Christof Angermueller ,

Yulong Wang ,

Sebastian Gerlach ,

Michael Pliskin ,

Daniil Mirylenka ,

Min Ma ,

Lexi Baugher ,

Bryan Gale ,

Shaan Bijwadia ,

Nemanja Rakićević ,

David Wood ,

Jane Park ,

Chung-Ching Chang ,

Babi Seal ,

Chris Tar ,

Kacper Krasowiak ,

Yiwen Song ,

Georgi Stephanov ,

Gary Wang ,

Marcello Maggioni ,

Stein Xudong Lin ,

Felix Wu ,

Shachi Paul ,

Zixuan Jiang ,

Shubham Agrawal ,

Bilal Piot ,

Alex Feng ,

Cheolmin Kim ,

Tulsee Doshi ,

Jonathan Lai ,

Chuqiao ,

Xu ,

Sharad Vikram ,

Ciprian Chelba ,

Sebastian Krause ,

Vincent Zhuang ,

Jack Rae ,

Timo Denk ,

Adrian Collister ,

Lotte Weerts ,

Xianghong Luo ,

Yifeng Lu ,

Håvard Garnes ,

Nitish Gupta ,

Terry Spitz ,

Avinatan Hassidim ,

Lihao Liang ,

Izhak Shafran ,

Peter Humphreys ,

Kenny Vassigh ,

Phil Wallis ,

Virat Shejwalkar ,

Nicolas Perez-Nieves ,

Rachel Hornung ,

Melissa Tan ,

Beka Westberg ,

Andy Ly ,

Richard Zhang ,

Brian Farris ,

Jongbin Park ,

Alec Kosik ,

Zeynep Cankara ,

Andrii Maksai ,

Yunhan Xu ,

Albin Cassirer ,

Sergi Caelles ,

Abbas Abdolmaleki ,

Mencher Chiang ,

Alex Fabrikant ,

Shravya Shetty ,

Luheng He ,

Mai Giménez ,

Hadi Hashemi ,

Sheena Panthaplackel ,

Yana Kulizhskaya ,

Salil Deshmukh ,

Daniele Pighin ,

Robin Alazard ,

Disha Jindal ,

Seb Noury ,

Pradeep Kumar S ,

Siyang Qin ,

Xerxes Dotiwalla ,

Stephen Spencer ,

Mohammad Babaeizadeh ,

Blake JianHang Chen ,

Vaibhav Mehta ,

Jennie Lees ,

Andrew Leach ,

Penporn Koanantakool ,

Ilia Akolzin ,

Ramona Comanescu ,

Junwhan Ahn ,

Alexey Svyatkovskiy ,

Basil Mustafa ,

David D'Ambrosio ,

Shiva Mohan Reddy Garlapati ,

Pascal Lamblin ,

Alekh Agarwal ,

Shuang Song ,

Pier Giuseppe Sessa ,

Pauline Coquinot ,

John Maggs ,

Hussain Masoom ,

Divya Pitta ,

Yaqing Wang ,

Patrick Morris-Suzuki ,

Billy Porter ,

Johnson Jia ,

Jeffrey Dudek ,

Raghavender R ,

Cosmin Paduraru ,

Alan Ansell ,

Tolga Bolukbasi ,

Tony Lu ,

Ramya Ganeshan ,

Zi Wang ,

Henry Griffiths ,

Rodrigo Benenson ,

Yifan He ,

James Swirhun ,

George Papamakarios ,

Aditya Chawla ,

Kuntal Sengupta ,

Yan Wang ,

Vedrana Milutinovic ,

Igor Mordatch ,

Zhipeng Jia ,

Jamie Smith ,

Will Ng ,

Shitij Nigam ,

Matt Young ,

Eugen Vušak ,

Blake Hechtman ,

Sheela Goenka ,

Avital Zipori ,

Kareem Ayoub ,

Ashok Popat ,

Trilok Acharya ,

Luo Yu ,

Dawn Bloxwich ,

Hugo Song ,

Paul Roit ,

Haiqiong Li ,

Aviel Boag ,

Nigamaa Nayakanti ,

Bilva Chandra ,

Tianli Ding ,

Aahil Mehta ,

Cath Hope ,

Jiageng Zhang ,

Idan Heimlich Shtacher ,

Kartikeya Badola ,

Ryo Nakashima ,

Andrei Sozanschi ,

Iulia Comşa ,

Ante Žužul ,

Emily Caveness ,

Julian Odell ,

Matthew Watson ,

Dario de Cesare ,

Phillip Lippe ,

Derek Lockhart ,

Siddharth Verma ,

Huizhong Chen ,

Sean Sun ,

Lin Zhuo ,

Aditya Shah ,

Prakhar Gupta ,

Alex Muzio ,

Ning Niu ,

Amir Zait ,

Abhinav Singh ,

Meenu Gaba ,

Fan Ye ,

Prajit Ramachandran ,

Mohammad Saleh ,

Raluca Ada Popa ,

Ayush Dubey ,

Frederick Liu ,

Sara Javanmardi ,

Mark Epstein ,

Ross Hemsley ,

Richard Green ,

Nishant Ranka ,

Eden Cohen ,

Chuyuan Kelly Fu ,

Sanjay Ghemawat ,

Jed Borovik ,

James Martens ,

Anthony Chen ,

Pranav Shyam ,

André Susano Pinto ,

Ming-Hsuan Yang ,

Alexandru Ţifrea ,

David Du ,

Boqing Gong ,

Ayushi Agarwal ,

Seungyeon Kim ,

Christian Frank ,

Saloni Shah ,

Xiaodan Song ,

Zhiwei Deng ,

Ales Mikhalap ,

Kleopatra Chatziprimou ,

Timothy Chung ,

Toni Creswell ,

Susan Zhang ,

Yennie Jun ,

Carl Lebsack ,

Will Truong ,

Slavica Andačić ,

Itay Yona ,

Marco Fornoni ,

Rong Rong ,

Serge Toropov ,

Afzal Shama Soudagar ,

Andrew Audibert ,

Salah Zaiem ,

Zaheer Abbas ,

Andrei Rusu ,

Sahitya Potluri ,

Shitao Weng ,

Anastasios Kementsietsidis ,

Anton Tsitsulin ,

Daiyi Peng ,

Natalie Ha ,

Sanil Jain ,

Tejasi Latkar ,

Simeon Ivanov ,

Cory McLean ,

Anirudh GP ,

Rajesh Venkataraman ,

Canoee Liu ,

Dilip Krishnan ,

Joel D'sa ,

Roey Yogev ,

Paul Collins ,

Benjamin Lee ,

Lewis Ho ,

Carl Doersch ,

Gal Yona ,

Shawn Gao ,

Felipe Tiengo Ferreira ,

Adnan Ozturel ,

Hannah Muckenhirn ,

Ce Zheng ,

Gargi Balasubramaniam ,

Mudit Bansal ,

George van den Driessche ,

Sivan Eiger ,

Salem Haykal ,

Vedant Misra ,

Abhimanyu Goyal ,

Danilo Martins ,

Gary Leung ,

Jonas Valfridsson ,

Four Flynn ,

Will Bishop ,

Chenxi Pang ,

Yoni Halpern ,

Honglin Yu ,

Lawrence Moore ,

Yuvein ,

Zhu ,

Sridhar Thiagarajan ,

Yoel Drori ,

Zhisheng Xiao ,

Lucio Dery ,

Rolf Jagerman ,

Jing Lu ,

Eric Ge ,

Vaibhav Aggarwal ,

Arjun Khare ,

Vinh Tran ,

Oded Elyada ,

Ferran Alet ,

James Rubin ,

Ian Chou ,

David Tian ,

Libin Bai ,

Lawrence Chan ,

Lukasz Lew ,

Karolis Misiunas ,

Taylan Bilal ,

Aniket Ray ,

Sindhu Raghuram ,

Alex Castro-Ros ,

Viral Carpenter ,

CJ Zheng ,

Michael Kilgore ,

Josef Broder ,

Emily Xue ,

Praveen Kallakuri ,

Dheeru Dua ,

Nancy Yuen ,

Steve Chien ,

John Schultz ,

Saurabh Agrawal ,

Reut Tsarfaty ,

Jingcao Hu ,

Ajay Kannan ,

Dror Marcus ,

Nisarg Kothari ,

Baochen Sun ,

Ben Horn ,

Matko Bošnjak ,

Ferjad Naeem ,

Dean Hirsch ,

Lewis Chiang ,

Boya Fang ,

Jie Han ,

Qifei Wang ,

Ben Hora ,

Antoine He ,

Mario Lučić ,

Beer Changpinyo ,

Anshuman Tripathi ,

John Youssef ,

Chester Kwak ,

Philippe Schlattner ,

Cat Graves ,

Rémi Leblond ,

Wenjun Zeng ,

Anders Andreassen ,

Gabriel Rasskin ,

Yue Song ,

Eddie Cao ,

Junhyuk Oh ,

Matt Hoffman ,

Wojtek Skut ,

Yichi Zhang ,

Jon Stritar ,

Xingyu Cai ,

Saarthak Khanna ,

Kathie Wang ,

Shriya Sharma ,

Christian Reisswig ,

Younghoon Jun ,

Aman Prasad ,

Tatiana Sholokhova ,

Preeti Singh ,

Adi Gerzi Rosenthal ,

Anian Ruoss ,

Françoise Beaufays ,

Sean Kirmani ,

Dongkai Chen ,

Johan Schalkwyk ,

Jonathan Herzig ,

Been Kim ,

Josh Jacob ,

Damien Vincent ,

Adrian N Reyes ,

Ivana Balazevic ,

Léonard Hussenot ,

Jon Schneider ,

Parker Barnes ,

Luis Castro ,

Spandana Raj Babbula ,

Simon Green ,

Serkan Cabi ,

Nico Duduta ,

Danny Driess ,

Rich Galt ,

Noam Velan ,

Junjie Wang ,

Hongyang Jiao ,

Matthew Mauger ,

Du Phan ,

Miteyan Patel ,

Vlado Galić ,

Jerry Chang ,

Eyal Marcus ,

Matt Harvey ,

Julian Salazar ,

Elahe Dabir ,

Suraj Satishkumar Sheth ,

Amol Mandhane ,

Hanie Sedghi ,

Jeremiah Willcock ,

Amir Zandieh ,

Shruthi Prabhakara ,

Aida Amini ,

Antoine Miech ,

Victor Stone ,

Massimo Nicosia ,

Paul Niemczyk ,

Ying Xiao ,

Lucy Kim ,

Sławek Kwasiborski ,

Vikas Verma ,

Ada Maksutaj Oflazer ,

Christoph Hirnschall ,

Peter Sung ,

Lu Liu ,

Richard Everett ,

Michiel Bakker ,

Ágoston Weisz ,

Yufei Wang ,

Vivek Sampathkumar ,

Uri Shaham ,

Bibo Xu ,

Yasemin Altun ,

Mingqiu Wang ,

Takaaki Saeki ,

Guanjie Chen ,

Emanuel Taropa ,

Shanthal Vasanth ,

Sophia Austin ,

Lu Huang ,

Goran Petrovic ,

Qingyun Dou ,

Daniel Golovin ,

Grigory Rozhdestvenskiy ,

Allie Culp ,

Will Wu ,

Motoki Sano ,

Divya Jain ,

Julia Proskurnia ,

Sébastien Cevey ,

Alejandro Cruzado Ruiz ,

Piyush Patil ,

Mahdi Mirzazadeh ,

Eric Ni ,

Javier Snaider ,

Lijie Fan ,

Alexandre Fréchette ,

AJ Pierigiovanni ,

Shariq Iqbal ,

Kenton Lee ,

Claudio Fantacci ,

Jinwei Xing ,

Lisa Wang ,

Alex Irpan ,

David Raposo ,

Yi Luan ,

Zhuoyuan Chen ,

Harish Ganapathy ,

Kevin Hui ,

Jiazhong Nie ,

Isabelle Guyon ,

Heming Ge ,

Roopali Vij ,

Hui Zheng ,

Dayeong Lee ,

Alfonso Castaño ,

Khuslen Baatarsukh ,

Gabriel Ibagon ,

Alexandra Chronopoulou ,

Nicholas FitzGerald ,

Shashank Viswanadha ,

Safeen Huda ,

Rivka Moroshko ,

Georgi Stoyanov ,

Prateek Kolhar ,

Alain Vaucher ,

Ishaan Watts ,

Adhi Kuncoro ,

Henryk Michalewski ,

Satish Kambala ,

Bat-Orgil Batsaikhan ,

Alek Andreev ,

Irina Jurenka ,

Maigo Le ,

Qihang Chen ,

Wael Al Jishi ,

Sarah Chakera ,

Zhe Chen ,

Aditya Kini ,

Vikas Yadav ,

Aditya Siddhant ,

Ilia Labzovsky ,

Balaji Lakshminarayanan ,

Carrie Grimes Bostock ,

Pankil Botadra ,

Ankesh Anand ,

Colton Bishop ,

Sam Conway-Rahman ,

Mohit Agarwal ,

Yani Donchev ,

Achintya Singhal ,

Félix de Chaumont Quitry ,

Natalia Ponomareva ,

Nishant Agrawal ,

Bin Ni ,

Kalpesh Krishna ,

Masha Samsikova ,

John Karro ,

Yilun Du ,

Tamara von Glehn ,

Caden Lu ,

Christopher A. Choquette-Choo ,

Zhen Qin ,

Tingnan Zhang ,

Sicheng Li ,

Divya Tyam ,

Swaroop Mishra ,

Wing Lowe ,

Colin Ji ,

Weiyi Wang ,

Manaal Faruqui ,

Ambrose Slone ,

Valentin Dalibard ,

Arunachalam Narayanaswamy ,

John Lambert ,

Pierre-Antoine Manzagol ,

Dan Karliner ,

Andrew Bolt ,

Ivan Lobov ,

Aditya Kusupati ,

Chang Ye ,

Xuan Yang ,

Heiga Zen ,

Nelson George ,

Mukul Bhutani ,

Olivier Lacombe ,

Robert Riachi ,

Gagan Bansal ,

Rachel Soh ,

Yue Gao ,

Yang Yu ,

Adams Yu ,

Emily Nottage ,

Tania Rojas-Esponda ,

James Noraky ,

Manish Gupta ,

Ragha Kotikalapudi ,

Jichuan Chang ,

Sanja Deur ,

Dan Graur ,

Alex Mossin ,

Erin Farnese ,

Ricardo Figueira ,

Alexandre Moufarek ,

Austin Huang ,

Patrik Zochbauer ,

Ben Ingram ,

Tongzhou Chen ,

Zelin Wu ,

Adrià Puigdomènech ,

Leland Rechis ,

Da Yu ,

Sri Gayatri Sundara Padmanabhan ,

Rui Zhu ,

Chu-ling Ko ,

Andrea Banino ,

Samira Daruki ,

Aarush Selvan ,

Dhruva Bhaswar ,

Daniel Hernandez Diaz ,

Chen Su ,

Salvatore Scellato ,

Jennifer Brennan ,

Woohyun Han ,

Grace Chung ,

Priyanka Agrawal ,

Urvashi Khandelwal ,

Khe Chai Sim ,

Morgane Lustman ,

Sam Ritter ,

Kelvin Guu ,

Jiawei Xia ,

Prateek Jain ,

Emma Wang ,

Tyrone Hill ,

Mirko Rossini ,

Marija Kostelac ,

Tautvydas Misiunas ,

Amit Sabne ,

Kyuyeun Kim ,

Ahmet Iscen ,

Congchao Wang ,

José Leal ,

Ashwin Sreevatsa ,

Utku Evci ,

Manfred Warmuth ,

Saket Joshi ,

Daniel Suo ,

James Lottes ,

Garrett Honke ,

Brendan Jou ,

Stefani Karp ,

Jieru Hu ,

Himanshu Sahni ,

Adrien Ali Taïga ,

William Kong ,

Samrat Ghosh ,

Renshen Wang ,

Jay Pavagadhi ,

Natalie Axelsson ,

Nikolai Grigorev ,

Patrick Siegler ,

Rebecca Lin ,

Guohui Wang ,

Emilio Parisotto ,

Sharath Maddineni ,

Krishan Subudhi ,

Eyal Ben-David ,

Elena Pochernina ,

Orgad Keller ,

Thi Avrahami ,

Zhe Yuan ,

Pulkit Mehta ,

Jialu Liu ,

Sherry Yang ,

Wendy Kan ,

Katherine Lee ,

Tom Funkhouser ,

Derek Cheng ,

Hongzhi Shi ,

Archit Sharma ,

Joe Kelley ,

Matan Eyal ,

Yury Malkov ,

Corentin Tallec ,

Yuval Bahat ,

Shen Yan ,

Xintian ,

Wu ,

David Lindner ,

Chengda Wu ,

Avi Caciularu ,

Xiyang Luo ,

Rodolphe Jenatton ,

Tim Zaman ,

Yingying Bi ,

Ilya Kornakov ,

Ganesh Mallya ,

Daisuke Ikeda ,

Itay Karo ,

Anima Singh ,

Colin Evans ,

Praneeth Netrapalli ,

Vincent Nallatamby ,

Isaac Tian ,

Yannis Assael ,

Vikas Raunak ,

Victor Carbune ,

Ioana Bica ,

Lior Madmoni ,

Dee Cattle ,

Snchit Grover ,

Krishna Somandepalli ,

Sid Lall ,

Amelio Vázquez-Reina ,

Riccardo Patana ,

Jiaqi Mu ,

Pranav Talluri ,

Maggie Tran ,

Rajeev Aggarwal ,

RJ Skerry-Ryan ,

Jun Xu ,

Mike Burrows ,

Xiaoyue Pan ,

Edouard Yvinec ,

Di Lu ,

Zhiying Zhang ,

Duc Dung Nguyen ,

Hairong Mu ,

Gabriel Barcik ,

Helen Ran ,

Lauren Beltrone ,

Krzysztof Choromanski ,

Dia Kharrat ,

Samuel Albanie ,

Sean Purser-haskell ,

David Bieber ,

Carrie Zhang ,

Jing Wang ,

Tom Hudson ,

Zhiyuan Zhang ,

Han Fu ,

Johannes Mauerer ,

Mohammad Hossein Bateni ,

AJ Maschinot ,

Bing Wang ,

Muye Zhu ,

Arjun Pillai ,

Tobias Weyand ,

Shuang Liu ,

Oscar Akerlund ,

Fred Bertsch ,

Vittal Premachandran ,

Alicia Jin ,

Vincent Roulet ,

Peter de Boursac ,

Shubham Mittal ,

Ndaba Ndebele ,

Georgi Karadzhov ,

Sahra Ghalebikesabi ,

Ricky Liang ,

Allen Wu ,

Yale Cong ,

Nimesh Ghelani ,

Sumeet Singh ,

Bahar Fatemi ,

Warren ,

Chen ,

Charles Kwong ,

Alexey Kolganov ,

Steve Li ,

Richard Song ,

Chenkai Kuang ,

Sobhan Miryoosefi ,

Dale Webster ,

James Wendt ,

Arkadiusz Socala ,

Guolong Su ,

Artur Mendonça ,

Abhinav Gupta ,

Xiaowei Li ,

Tomy Tsai ,

Qiong ,

Hu ,

Kai Kang ,

Angie Chen ,

Sertan Girgin ,

Yongqin Xian ,

Andrew Lee ,

Nolan Ramsden ,

Leslie Baker ,

Madeleine Clare Elish ,

Varvara Krayvanova ,

Rishabh Joshi ,

Jiri Simsa ,

Yao-Yuan Yang ,

Piotr Ambroszczyk ,

Dipankar Ghosh ,

Arjun Kar ,

Yuan Shangguan ,

Yumeya Yamamori ,

Yaroslav Akulov ,

Andy Brock ,

Haotian Tang ,

Siddharth Vashishtha ,

Rich Munoz ,

Andreas Steiner ,

Kalyan Andra ,

Daniel Eppens ,

Qixuan Feng ,

Hayato Kobayashi ,

Sasha Goldshtein ,

Mona El Mahdy ,

Xin Wang ,

Jilei ,

Wang ,

Richard Killam ,

Tom Kwiatkowski ,

Kavya Kopparapu ,

Serena Zhan ,

Chao Jia ,

Alexei Bendebury ,

Sheryl Luo ,

Adrià Recasens ,

Timothy Knight ,

Jing Chen ,

Mohak Patel ,

YaGuang Li ,

Ben Withbroe ,

Dean Weesner ,

Kush Bhatia ,

Jie Ren ,

Danielle Eisenbud ,

Ebrahim Songhori ,

Yanhua Sun ,

Travis Choma ,

Tasos Kementsietsidis ,

Lucas Manning ,

Brian Roark ,

Wael Farhan ,

Jie Feng ,

Susheel Tatineni ,

James Cobon-Kerr ,

Yunjie Li ,

Lisa Anne Hendricks ,

Isaac Noble ,

Chris Breaux ,

Nate Kushman ,

Liqian Peng ,

Fuzhao Xue ,

Taylor Tobin ,

Jamie Rogers ,

Josh Lipschultz ,

Chris Alberti ,

Alexey Vlaskin ,

Mostafa Dehghani ,

Roshan Sharma ,

Tris Warkentin ,

Chen-Yu Lee ,

Benigno Uria ,

Da-Cheng Juan ,

Angad Chandorkar ,

Hila Sheftel ,

Ruibo Liu ,

Elnaz Davoodi ,

Borja De Balle Pigem ,

Kedar Dhamdhere ,

David Ross ,

Jonathan Hoech ,

Mahdis Mahdieh ,

Li Liu ,

Qiujia Li ,

Liam McCafferty ,

Chenxi Liu ,

Markus Mircea ,

Yunting Song ,

Omkar Savant ,

Alaa Saade ,

Colin Cherry ,

Vincent Hellendoorn ,

Siddharth Goyal ,

Paul Pucciarelli ,

David Vilar Torres ,

Zohar Yahav ,

Hyo Lee ,

Lars Lowe Sjoesund ,

Christo Kirov ,

Bo Chang ,

Deepanway Ghoshal ,

Lu Li ,

Gilles Baechler ,

Sébastien Pereira ,

Tara Sainath ,

Anudhyan Boral ,

Dominik Grewe ,

Afief Halumi ,

Nguyet Minh Phu ,

Tianxiao Shen ,

Marco Tulio Ribeiro ,

Dhriti Varma ,

Alex Kaskasoli ,

Vlad Feinberg ,

Navneet Potti ,

Jarrod Kahn ,

Matheus Wisniewski ,

Shakir Mohamed ,

Arnar Mar Hrafnkelsson ,

Bobak Shahriari ,

Jean-Baptiste Lespiau ,

Lisa Patel ,

Legg Yeung ,

Tom Paine ,

Lantao Mei ,

Alex Ramirez ,

Rakesh Shivanna ,

Li Zhong ,

Josh Woodward ,

Guilherme Tubone ,

Samira Khan ,

Heng Chen ,

Elizabeth Nielsen ,

Catalin Ionescu ,

Utsav Prabhu ,

Mingcen Gao ,

Qingze Wang ,

Sean Augenstein ,

Neesha Subramaniam ,

Jason Chang ,

Fotis Iliopoulos ,

Jiaming Luo ,

Myriam Khan ,

Weicheng Kuo ,

Denis Teplyashin ,

Florence Perot ,

Logan Kilpatrick ,

Amir Globerson ,

Hongkun Yu ,

Anfal Siddiqui ,

Nick Sukhanov ,

Arun Kandoor ,

Umang Gupta ,

Marco Andreetto ,

Moran Ambar ,

Donnie Kim ,

Paweł Wesołowski ,

Sarah Perrin ,

Ben Limonchik ,

Wei Fan ,

Jim Stephan ,

Ian Stewart-Binks ,

Ryan Kappedal ,

Tong He ,

Sarah Cogan ,

Romina Datta ,

Tong Zhou ,

Jiayu Ye ,

Leandro Kieliger ,

Ana Ramalho ,

Kyle Kastner ,

Fabian Mentzer ,

Wei-Jen Ko ,

Arun Suggala ,

Tianhao Zhou ,

Shiraz Butt ,

Hana Strejček ,

Lior Belenki ,

Subhashini Venugopalan ,

Mingyang Ling ,

Evgenii Eltyshev ,

Yunxiao Deng ,

Geza Kovacs ,

Mukund Raghavachari ,

Hanjun Dai ,

Tal Schuster ,

Steven Schwarcz ,

Richard Nguyen ,

Arthur Nguyen ,

Gavin Buttimore ,

Shrestha Basu Mallick ,

Sudeep Gandhe ,

Seth Benjamin ,

Michal Jastrzebski ,

Le Yan ,

Sugato Basu ,

Chris Apps ,

Isabel Edkins ,

James Allingham ,

Immanuel Odisho ,

Tomas Kocisky ,

Jewel Zhao ,

Linting Xue ,

Apoorv Reddy ,

Chrysovalantis Anastasiou ,

Aviel Atias ,

Sam Redmond ,

Kieran Milan ,

Nicolas Heess ,

Herman Schmit ,

Allan Dafoe ,

Daniel Andor ,

Tynan Gangwani ,

Anca Dragan ,

Sheng Zhang ,

Ashyana Kachra ,

Gang Wu ,

Siyang Xue ,

Kevin Aydin ,

Siqi Liu ,

Yuxiang Zhou ,

Mahan Malihi ,

Austin Wu ,

Siddharth Gopal ,

Candice Schumann ,

Peter Stys ,

Alek Wang ,

Mirek Olšák ,

Dangyi Liu ,

Christian Schallhart ,

Yiran Mao ,

Demetra Brady ,

Hao Xu ,

Tomas Mery ,

Chawin Sitawarin ,

Siva Velusamy ,

Tom Cobley ,

Alex Zhai ,

Christian Walder ,

Nitzan Katz ,

Ganesh Jawahar ,

Chinmay Kulkarni ,

Antoine Yang ,

Adam Paszke ,

Yinan Wang ,

Bogdan Damoc ,

Zalán Borsos ,

Ray Smith ,

Jinning Li ,

Mansi Gupta ,

Andrei Kapishnikov ,

Sushant Prakash ,

Florian Luisier ,

Rishabh Agarwal ,

Will Grathwohl ,

Kuangyuan Chen ,

Kehang Han ,

Nikhil Mehta ,

Andrew Over ,

Shekoofeh Azizi ,

Lei Meng ,

Niccolò Dal Santo ,

Kelvin Zheng ,

Jane Shapiro ,

Igor Petrovski ,

Jeffrey Hui ,

Amin Ghafouri ,

Jasper Snoek ,

James Qin ,

Mandy Jordan ,

Caitlin Sikora ,

Jonathan Malmaud ,

Yuheng Kuang ,

Aga Świetlik ,

Ruoxin Sang ,

Chongyang Shi ,

Leon Li ,

Andrew Rosenberg ,

Shubin Zhao ,

Andy Crawford ,

Jan-Thorsten Peter ,

Yun Lei ,

Xavier Garcia ,

Long Le ,

Todd Wang ,

Julien Amelot ,

Dave Orr ,

Praneeth Kacham ,

Dana Alon ,

Gladys Tyen ,

Abhinav Arora ,

James Lyon ,

Alex Kurakin ,

Mimi Ly ,

Theo Guidroz ,

Zhipeng Yan ,

Rina Panigrahy ,

Pingmei Xu ,

Thais Kagohara ,

Yong Cheng ,

Eric Noland ,

Jinhyuk Lee ,

Jonathan Lee ,

Cathy Yip ,

Maria Wang ,

Efrat Nehoran ,

Alexander Bykovsky ,

Zhihao Shan ,

Ankit Bhagatwala ,

Chaochao Yan ,

Jie Tan ,

Guillermo Garrido ,

Dan Ethier ,

Nate Hurley ,

Grace Vesom ,

Xu Chen ,

Siyuan Qiao ,

Abhishek Nayyar ,

Julian Walker ,

Paramjit Sandhu ,

Mihaela Rosca ,

Danny Swisher ,

Mikhail Dektiarev ,

Josh Dillon ,

George-Cristian Muraru ,

Manuel Tragut ,

Artiom Myaskovsky ,

David Reid ,

Marko Velic ,

Owen Xiao ,

Jasmine George ,

Mark Brand ,

Jing Li ,

Wenhao Yu ,

Shane Gu ,

Xiang Deng ,

François-Xavier Aubet ,

Soheil Hassas Yeganeh ,

Fred Alcober ,

Celine Smith ,

Trevor Cohn ,

Kay McKinney ,

Michael Tschannen ,

Ramesh Sampath ,

Gowoon Cheon ,

Liangchen Luo ,

Luyang Liu ,

Jordi Orbay ,

Hui Peng ,

Gabriela Botea ,

Xiaofan Zhang ,

Charles Yoon ,

Cesar Magalhaes ,

Paweł Stradomski ,

Ian Mackinnon ,

Steven Hemingray ,

Kumaran Venkatesan ,

Rhys May ,

Jaeyoun Kim ,

Alex Druinsky ,

Jingchen Ye ,

Zheng Xu ,

Terry Huang ,

Jad Al Abdallah ,

Adil Dostmohamed ,

Rachana Fellinger ,

Tsendsuren Munkhdalai ,

Akanksha Maurya ,

Peter Garst ,

Yin Zhang ,

Maxim Krikun ,

Simon Bucher ,

Aditya Srikanth Veerubhotla ,

Yaxin Liu ,

Sheng Li ,

Nishesh Gupta ,

Jakub Adamek ,

Hanwen Chen ,

Bernett Orlando ,

Aleksandr Zaks ,

Joost van Amersfoort ,

Josh Camp ,

Hui Wan ,

HyunJeong Choe ,

Zhichun Wu ,

Kate Olszewska ,

Weiren Yu ,

Archita Vadali ,

Martin Scholz ,

Daniel De Freitas ,

Jason Lin ,

Amy Hua ,

Xin Liu ,

Frank Ding ,

Yichao Zhou ,

Boone Severson ,

Katerina Tsihlas ,

Samuel Yang ,

Tammo Spalink ,

Varun Yerram ,

Helena Pankov ,

Rory Blevins ,

Ben Vargas ,

Sarthak Jauhari ,

Matt Miecnikowski ,

Ming Zhang ,

Sandeep Kumar ,

Clement Farabet ,

Charline Le Lan ,

Sebastian Flennerhag ,

Yonatan Bitton ,

Ada Ma ,

Arthur Bražinskas ,

Eli Collins ,

Niharika Ahuja ,

Sneha Kudugunta ,

Anna Bortsova ,

Minh Giang ,

Wanzheng Zhu ,

Ed Chi ,

Scott Lundberg ,

Alexey Stern ,

Subha Puttagunta ,

Jing Xiong ,

Xiao Wu ,

Yash Pande ,

Amit Jhindal ,

Daniel Murphy ,

Jon Clark ,

Marc Brockschmidt ,

Maxine Deines ,

Kevin R. McKee ,

Dan Bahir ,

Jiajun Shen ,

Minh Truong ,

Daniel McDuff ,

Andrea Gesmundo ,

Edouard Rosseel ,

Bowen Liang ,

Ken Caluwaerts ,

Jessica Hamrick ,

Joseph Kready ,

Mary Cassin ,

Rishikesh Ingale ,

Li Lao ,

Scott Pollom ,

Yifan Ding ,

Wei He ,

Lizzetth Bellot ,

Joana Iljazi ,

Ramya Sree Boppana ,

Shan Han ,

Tara Thompson ,

Amr Khalifa ,

Anna Bulanova ,

Blagoj Mitrevski ,

Bo Pang ,

Emma Cooney ,

Tian Shi ,

Rey Coaguila ,

Tamar Yakar ,

Marc'aurelio Ranzato ,

Nikola Momchev ,

Chris Rawles ,

Zachary Charles ,

Young Maeng ,

Yuan Zhang ,

Rishabh Bansal ,

Xiaokai Zhao ,

Brian Albert ,

Yuan Yuan ,

Sudheendra Vijayanarasimhan ,

Roy Hirsch ,

Vinay Ramasesh ,

Kiran Vodrahalli ,

Xingyu Wang ,

Arushi Gupta ,

DJ Strouse ,

Jianmo Ni ,

Roma Patel ,

Gabe Taubman ,

Zhouyuan Huo ,

Dero Gharibian ,

Marianne Monteiro ,

Hoi Lam ,

Shobha Vasudevan ,

Aditi Chaudhary ,

Isabela Albuquerque ,

Kilol Gupta ,

Sebastian Riedel ,

Chaitra Hegde ,

Avraham Ruderman ,

András György ,

Marcus Wainwright ,

Ashwin Chaugule ,

Burcu Karagol Ayan ,

Tomer Levinboim ,

Sam Shleifer ,

Yogesh Kalley ,

Vahab Mirrokni ,

Abhishek Rao ,

Prabakar Radhakrishnan ,

Jay Hartford ,

Jialin Wu ,

Zhenhai Zhu ,

Francesco Bertolini ,

Hao Xiong ,

Nicolas Serrano ,

Hamish Tomlinson ,

Myle Ott ,

Yifan Chang ,

Mark Graham ,

Jian Li ,

Marco Liang ,

Xiangzhu Long ,

Sebastian Borgeaud ,

Yanif Ahmad ,

Alex Grills ,

Diana Mincu ,

Martin Izzard ,

Yuan Liu ,

Jinyu Xie ,

Louis O'Bryan ,

Sameera Ponda ,

Simon Tong ,

Michelle Liu ,

Dan Malkin ,

Khalid Salama ,

Yuankai Chen ,

Rohan Anil ,

Anand Rao ,

Rigel Swavely ,

Misha Bilenko ,

Nina Anderson ,

Tat Tan ,

Jing Xie ,

Xing Wu ,

Lijun Yu ,

Oriol Vinyals ,

Andrey Ryabtsev ,

Rumen Dangovski ,

Kate Baumli ,

Daniel Keysers ,

Christian Wright ,

Zoe Ashwood ,

Betty Chan ,

Artem Shtefan ,

Yaohui Guo ,

Ankur Bapna ,

Radu Soricut ,

Steven Pecht ,

Sabela Ramos ,

Rui Wang ,

Jiahao Cai ,

Trieu Trinh ,

Paul Barham ,

Linda Friso ,

Eli Stickgold ,

Xiangzhuo Ding ,

Siamak Shakeri ,

Diego Ardila ,

Eleftheria Briakou ,

Phil Culliton ,

Adam Raveret ,

Jingyu Cui ,

David Saxton ,

Subhrajit Roy ,

Javad Azizi ,

Pengcheng Yin ,

Lucia Loher ,

Andrew Bunner ,

Min Choi ,

Faruk Ahmed ,

Eric Li ,

Yin Li ,

Shengyang Dai ,

Michael Elabd ,

Sriram Ganapathy ,

Shivani Agrawal ,

Yiqing Hua ,

Paige Kunkle ,

Sujeevan Rajayogam ,

Arun Ahuja ,

Arthur Conmy ,

Alex Vasiloff ,

Parker Beak ,

Christopher Yew ,

Jayaram Mudigonda ,

Bartek Wydrowski ,

Jon Blanton ,

Zhengdong Wang ,

Yann Dauphin ,

Zhuo Xu ,

Martin Polacek ,

Xi Chen ,

Hexiang Hu ,

Pauline Sho ,

Markus Kunesch ,

Mehdi Hafezi Manshadi ,

Eliza Rutherford ,

Bo Li ,

Sissie Hsiao ,

Iain Barr ,

Alex Tudor ,

Matija Kecman ,

Arsha Nagrani ,

Vladimir Pchelin ,

Martin Sundermeyer ,

Aishwarya P S ,

Abhijit Karmarkar ,

Yi Gao ,

Grishma Chole ,

Olivier Bachem ,

Isabel Gao ,

Arturo BC ,

Matt Dibb ,

Mauro Verzetti ,

Felix Hernandez-Campos ,

Yana Lunts ,

Matthew Johnson ,

Julia Di Trapani ,

Raphael Koster ,

Idan Brusilovsky ,

Binbin Xiong ,

Megha Mohabey ,

Han Ke ,

Joe Zou ,

Tea Sabolić ,

Víctor Campos ,

John Palowitch ,

Alex Morris ,

Linhai Qiu ,

Pranavaraj Ponnuramu ,

Fangtao Li ,

Vivek Sharma ,

Kiranbir Sodhia ,

Kaan Tekelioglu ,

Aleksandr Chuklin ,

Madhavi Yenugula ,

Erika Gemzer ,

Theofilos Strinopoulos ,

Sam El-Husseini ,

Huiyu Wang ,

Yan Zhong ,

Edouard Leurent ,

Paul Natsev ,

Weijun Wang ,

Dre Mahaarachchi ,

Tao Zhu ,

Songyou Peng ,

Sami Alabed ,

Cheng-Chun Lee ,

Anthony Brohan ,

Arthur Szlam ,

GS Oh ,

Anton Kovsharov ,

Jenny Lee ,

Renee Wong ,

Megan Barnes ,

Gregory Thornton ,

Felix Gimeno ,

Omer Levy ,

Martin Sevenich ,

Melvin Johnson ,

Jonathan Mallinson ,

Robert Dadashi ,

Ziyue Wang ,

Qingchun Ren ,

Preethi Lahoti ,

Arka Dhar ,

Josh Feldman ,

Dan Zheng ,

Thatcher Ulrich ,

Liviu Panait ,

Michiel Blokzijl ,

Cip Baetu ,

Josip Matak ,

Jitendra Harlalka ,

Maulik Shah ,

Tal Marian ,

Daniel von Dincklage ,

Cosmo Du ,

Ruy Ley-Wild ,

Bethanie Brownfield ,

Max Schumacher ,

Yury Stuken ,

Shadi Noghabi ,

Sonal Gupta ,

Xiaoqi Ren ,

Eric Malmi ,

Felix Weissenberger ,

Blanca Huergo ,

Maria Bauza ,

Thomas Lampe ,

Arthur Douillard ,

Mojtaba Seyedhosseini ,

Roy Frostig ,

Zoubin Ghahramani ,

Kelvin Nguyen ,

Kashyap Krishnakumar ,

Chengxi Ye ,

Rahul Gupta ,

Alireza Nazari ,

Robert Geirhos ,

Pete Shaw ,

Ahmed Eleryan ,

Dima Damen ,

Jennimaria Palomaki ,

Ted Xiao ,

Qiyin Wu ,

Quan Yuan ,

Phoenix Meadowlark ,

Matthew Bilotti ,

Raymond Lin ,

Mukund Sridhar ,

Yannick Schroecker ,

Da-Woon Chung ,

Jincheng Luo ,

Trevor Strohman ,

Tianlin Liu ,

Anne Zheng ,

Jesse Emond ,

Wei Wang ,

Andrew Lampinen ,

Toshiyuki Fukuzawa ,

Folawiyo Campbell-Ajala ,

Monica Roy ,

James Lee-Thorp ,

Lily Wang ,

Iftekhar Naim ,

Tony ,

Nguy\~ên ,

Guy Bensky ,

Aditya Gupta ,

Dominika Rogozińska ,

Justin Fu ,

Thanumalayan Sankaranarayana Pillai ,

Petar Veličković ,

Shahar Drath ,

Philipp Neubeck ,

Vaibhav Tulsyan ,

Arseniy Klimovskiy ,

Don Metzler ,

Sage Stevens ,

Angel Yeh ,

Junwei Yuan ,

Tianhe Yu ,

Kelvin Zhang ,

Alec Go ,

Vincent Tsang ,

Ying Xu ,

Andy Wan ,

Isaac Galatzer-Levy ,

Sam Sobell ,

Abodunrinwa Toki ,

Elizabeth Salesky ,

Wenlei Zhou ,

Diego Antognini ,

Sholto Douglas ,

Shimu Wu ,

Adam Lelkes ,

Frank Kim ,

Paul Cavallaro ,

Ana Salazar ,

Yuchi Liu ,

James Besley ,

Tiziana Refice ,

Yiling Jia ,

Zhang Li ,

Michal Sokolik ,

Arvind Kannan ,

Jon Simon ,

Jo Chick ,

Avia Aharon ,

Meet Gandhi ,

Mayank Daswani ,

Keyvan Amiri ,

Vighnesh Birodkar ,

Abe Ittycheriah ,

Peter Grabowski ,

Oscar Chang ,

Charles Sutton ,

Zhixin ,

Lai ,

Umesh Telang ,

Susie Sargsyan ,

Tao Jiang ,

Raphael Hoffmann ,

Nicole Brichtova ,

Matteo Hessel ,

Jonathan Halcrow ,

Sammy Jerome ,

Geoff Brown ,

Alex Tomala ,

Elena Buchatskaya ,

Dian Yu ,

Sachit Menon ,

Pol Moreno ,

Yuguo Liao ,

Vicky Zayats ,

Luming Tang ,

SQ Mah ,

Ashish Shenoy ,

Alex Siegman ,

Majid Hadian ,

Okwan Kwon ,

Tao Tu ,

Nima Khajehnouri ,

Ryan Foley ,

Parisa Haghani ,

Zhongru Wu ,

Vaishakh Keshava ,

Khyatti Gupta ,

Tony Bruguier ,

Rui Yao ,

Danny Karmon ,

Luisa Zintgraf ,

Zhicheng Wang ,

Enrique Piqueras ,

Junehyuk Jung ,

Jenny Brennan ,

Diego Machado ,

Marissa Giustina ,

MH Tessler ,

Kamyu Lee ,

Qiao Zhang ,

Joss Moore ,

Kaspar Daugaard ,

Alexander Frömmgen ,

Jennifer Beattie ,

Fred Zhang ,

Daniel Kasenberg ,

Ty Geri ,

Danfeng Qin ,

Gaurav Singh Tomar ,

Tom Ouyang ,

Tianli Yu ,

Luowei Zhou ,

Rajiv Mathews ,

Andy Davis ,

Yaoyiran Li ,

Jai Gupta ,

Damion Yates ,

Linda Deng ,

Elizabeth Kemp ,

Ga-Young Joung ,

Sergei Vassilvitskii ,

Mandy Guo ,

Pallavi LV ,

Dave Dopson ,

Sami Lachgar ,

Lara McConnaughey ,

Himadri Choudhury ,

Dragos Dena ,

Aaron Cohen ,

Joshua Ainslie ,

Sergey Levi ,

Parthasarathy Gopavarapu ,

Polina Zablotskaia ,

Hugo Vallet ,

Sanaz Bahargam ,

Xiaodan Tang ,

Nenad Tomasev ,

Ethan Dyer ,

Daniel Balle ,

Hongrae Lee ,

William Bono ,

Jorge Gonzalez Mendez ,

Vadim Zubov ,

Shentao Yang ,

Ivor Rendulic ,

Yanyan Zheng ,

Andrew Hogue ,

Golan Pundak ,

Ralph Leith ,

Avishkar Bhoopchand ,

Michael Han ,

Mislav Žanić ,

Tom Schaul ,

Manolis Delakis ,

Tejas Iyer ,

Guanyu Wang ,

Harman Singh ,

Abdelrahman Abdelhamed ,

Tara Thomas ,

Siddhartha Brahma ,

Hilal Dib ,

Naveen Kumar ,

Wenxuan Zhou ,

Liang Bai ,

Pushkar Mishra ,

Jiao Sun ,

Valentin Anklin ,

Roykrong Sukkerd ,

Lauren Agubuzu ,

Anton Briukhov ,

Anmol Gulati ,

Maximilian Sieb ,

Fabio Pardo ,

Sara Nasso ,

Junquan Chen ,

Kexin Zhu ,

Tiberiu Sosea ,

Alex Goldin ,

Keith Rush ,

Spurthi Amba Hombaiah ,

Andreas Noever ,

Allan Zhou ,

Sam Haves ,

Mary Phuong ,

Jake Ades ,

Yi-ting Chen ,

Lin Yang ,

Joseph Pagadora ,

Stan Bileschi ,

Victor Cotruta ,

Rachel Saputro ,

Arijit Pramanik ,

Sean Ammirati ,

Dan Garrette ,

Kevin Villela ,

Tim Blyth ,

Canfer Akbulut ,

Neha Jha ,

Alban Rrustemi ,

Arissa Wongpanich ,

Chirag Nagpal ,

Yonghui Wu ,

Morgane Rivière ,

Sergey Kishchenko ,

Pranesh Srinivasan ,

Alice Chen ,

Animesh Sinha ,

Trang Pham ,

Bill Jia ,

Tom Hennigan ,

Anton Bakalov ,

Nithya Attaluri ,

Drew Garmon ,

Daniel Rodriguez ,

Dawid Wegner ,

Wenhao Jia ,

Evan Senter ,

Noah Fiedel ,

Denis Petek ,

Yuchuan Liu ,

Cassidy Hardin ,

Harshal Tushar Lehri ,

Joao Carreira ,

Sara Smoot ,

Marcel Prasetya ,

Nami Akazawa ,

Anca Stefanoiu ,

Chia-Hua Ho ,

Anelia Angelova ,

Kate Lin ,

Min Kim ,

Charles Chen ,

Marcin Sieniek ,

Alice Li ,

Tongfei Guo ,

Sorin Baltateanu ,

Pouya Tafti ,

Michael Wunder ,

Nadav Olmert ,

Divyansh Shukla ,

Jingwei Shen ,

Neel Kovelamudi ,

Balaji Venkatraman ,

Seth Neel ,

Romal Thoppilan ,

Jerome Connor ,

Frederik Benzing ,

Axel Stjerngren ,

Golnaz Ghiasi ,

Alex Polozov ,

Joshua Howland ,

Theophane Weber ,

Justin Chiu ,

Ganesh Poomal Girirajan ,

Andreas Terzis ,

Pidong Wang ,

Fangda Li ,

Yoav Ben Shalom ,

Dinesh Tewari ,

Matthew Denton ,

Roee Aharoni ,

Norbert Kalb ,

Heri Zhao ,

Junlin Zhang ,

Angelos Filos ,

Matthew Rahtz ,

Lalit Jain ,

Connie Fan ,

Vitor Rodrigues ,

Ruth Wang ,

Richard Shin ,

Jacob Austin ,

Roman Ring ,

Mariella Sanchez-Vargas ,

Mehadi Hassen ,

Ido Kessler ,

Uri Alon ,

Gufeng Zhang ,

Wenhu Chen ,

Yenai Ma ,

Xiance Si ,

Le Hou ,

Azalia Mirhoseini ,

Marc Wilson ,

Geoff Bacon ,

Becca Roelofs ,

Lei Shu ,

Gautam Vasudevan ,

Jonas Adler ,

Artur Dwornik ,

Tayfun Terzi ,

Matt Lawlor ,

Harry Askham ,

Mike Bernico ,

Xuanyi Dong ,

Chris Hidey ,

Kevin Kilgour ,

Gaël Liu ,

Surya Bhupatiraju ,

Luke Leonhard ,

Siqi Zuo ,

Partha Talukdar ,

Qing Wei ,

Aliaksei Severyn ,

Vít Listík ,

Jong Lee ,

Aditya Tripathi ,

SK Park ,

Yossi Matias ,

Hao Liu ,

Alex Ruiz ,

Rajesh Jayaram ,

Jackson Tolins ,

Pierre Marcenac ,

Yiming Wang ,

Bryan Seybold ,

Henry Prior ,

Deepak Sharma ,

Jack Weber ,

Mikhail Sirotenko ,

Yunhsuan Sung ,

Dayou Du ,

Ellie Pavlick ,

Stefan Zinke ,

Markus Freitag ,

Max Dylla ,

Montse Gonzalez Arenas ,

Natan Potikha ,

Omer Goldman ,

Connie Tao ,

Rachita Chhaparia ,

Maria Voitovich ,

Pawan Dogra ,

Andrija Ražnatović ,

Zak Tsai ,

Chong You ,

Oleaser Johnson ,

George Tucker ,

Chenjie Gu ,

Jae Yoo ,

Maryam Majzoubi ,

Valentin Gabeur ,

Bahram Raad ,

Rocky Rhodes ,

Kashyap Kolipaka ,

Heidi Howard ,

Geta Sampemane ,

Benny Li ,

Chulayuth Asawaroengchai ,

Duy Nguyen ,

Chiyuan Zhang ,

Timothee Cour ,

Xinxin Yu ,

Zhao Fu ,

Joe Jiang ,

Po-Sen Huang ,

Gabriela Surita ,

Iñaki Iturrate ,

Yael Karov ,

Michael Collins ,

Martin Baeuml ,

Fabian Fuchs ,

Shilpa Shetty ,

Swaroop Ramaswamy ,

Sayna Ebrahimi ,

Qiuchen Guo ,

Jeremy Shar ,

Gabe Barth-Maron ,

Sravanti Addepalli ,

Bryan Richter ,

Chin-Yi Cheng ,

Eugénie Rives ,

Fei Zheng ,

Johannes Griesser ,

Nishanth Dikkala ,

Yoel Zeldes ,

Ilkin Safarli ,

Dipanjan Das ,

Himanshu Srivastava ,

Sadh MNM Khan ,

Xin Li ,

Aditya Pandey ,

Larisa Markeeva ,

Dan Belov ,

Qiqi Yan ,

Mikołaj Rybiński ,

Tao Chen ,

Megha Nawhal ,

Michael Quinn ,

Vineetha Govindaraj ,

Sarah York ,

Reed Roberts ,

Roopal Garg ,

Namrata Godbole ,

Jake Abernethy ,

Anil Das ,

Lam Nguyen Thiet ,

Jonathan Tompson ,

John Nham ,

Neera Vats ,

Ben Caine ,

Wesley Helmholz ,

Francesco Pongetti ,

Yeongil Ko ,

James An ,

Clara Huiyi Hu ,

Yu-Cheng Ling ,

Julia Pawar ,

Robert Leland ,

Keisuke Kinoshita ,

Waleed Khawaja ,

Marco Selvi ,

Eugene Ie ,

Danila Sinopalnikov ,

Lev Proleev ,

Nilesh Tripuraneni ,

Michele Bevilacqua ,

Seungji Lee ,

Clayton Sanford ,

Dan Suh ,

Dustin Tran ,

Jeff Dean ,

Simon Baumgartner ,

Jens Heitkaemper ,

Sagar Gubbi ,

Kristina Toutanova ,

Yichong Xu ,

Chandu Thekkath ,

Keran Rong ,

Palak Jain ,

Annie Xie ,

Yan Virin ,

Yang Li ,

Lubo Litchev ,

Richard Powell ,

Tarun Bharti ,

Adam Kraft ,

Nan Hua ,

Marissa Ikonomidis ,

Ayal Hitron ,

Sanjiv Kumar ,

Loic Matthey ,

Sophie Bridgers ,

Lauren Lax ,

Ishaan Malhi ,

Ondrej Skopek ,

Ashish Gupta ,

Jiawei Cao ,

Mitchelle Rasquinha ,

Siim Põder ,

Wojciech Stokowiec ,

Nicholas Roth ,

Guowang Li ,

Michaël Sander ,

Joshua Kessinger ,

Vihan Jain ,

Edward Loper ,

Wonpyo Park ,

Michal Yarom ,

Liqun Cheng ,

Guru Guruganesh ,

Kanishka Rao ,

Yan Li ,

Catarina Barros ,

Mikhail Sushkov ,

Chun-Sung Ferng ,

Rohin Shah ,

Ophir Aharoni ,

Ravin Kumar ,

Tim McConnell ,

Peiran Li ,

Chen Wang ,

Fernando Pereira ,

Craig Swanson ,

Fayaz Jamil ,

Yan Xiong ,

Anitha Vijayakumar ,

Prakash Shroff ,

Kedar Soparkar ,

Jindong Gu ,

Livio Baldini Soares ,

Eric Wang ,

Kushal Majmundar ,

Aurora Wei ,

Kai Bailey ,

Nora Kassner ,

Chizu Kawamoto ,

Goran Žužić ,

Victor Gomes ,

Abhirut Gupta ,

Michael Guzman ,

Ishita Dasgupta ,

Xinyi Bai ,

Zhufeng Pan ,

Francesco Piccinno ,

Hadas Natalie Vogel ,

Octavio Ponce ,

Adrian Hutter ,

Paul Chang ,

Pan-Pan Jiang ,

Ionel Gog ,

Vlad Ionescu ,

James Manyika ,

Fabian Pedregosa ,

Harry Ragan ,

Zach Behrman ,

Ryan Mullins ,

Coline Devin ,

Aroonalok Pyne ,

Swapnil Gawde ,

Martin Chadwick ,

Yiming Gu ,

Sasan Tavakkol ,

Andy Twigg ,

Naman Goyal ,

Ndidi Elue ,

Anna Goldie ,

Srinivasan Venkatachary ,

Hongliang Fei ,

Ziqiang Feng ,

Marvin Ritter ,

Isabel Leal ,

Sudeep Dasari ,

Pei Sun ,

Alif Raditya Rochman ,

Brendan O'Donoghue ,

Yuchen Liu ,

Jim Sproch ,

Kai Chen ,

Natalie Clay ,

Slav Petrov ,

Sailesh Sidhwani ,

Ioana Mihailescu ,

Alex Panagopoulos ,

AJ Piergiovanni ,

Yunfei Bai ,

George Powell ,

Deep Karkhanis ,

Trevor Yacovone ,

Petr Mitrichev ,

Joe Kovac ,

Dave Uthus ,

Amir Yazdanbakhsh ,

David Amos ,

Steven Zheng ,

Bing Zhang ,

Jin Miao ,

Bhuvana Ramabhadran ,

Soroush Radpour ,

Shantanu Thakoor ,

Josh Newlan ,

Oran Lang ,

Orion Jankowski ,

Shikhar Bharadwaj ,

Jean-Michel Sarr ,

Shereen Ashraf ,

Sneha Mondal ,

Jun Yan ,

Ankit Singh Rawat ,

Sarmishta Velury ,

Greg Kochanski ,

Tom Eccles ,

Franz Och ,

Abhanshu Sharma ,

Ethan Mahintorabi ,

Alex Gurney ,

Carrie Muir ,

Vered Cohen ,

Saksham Thakur ,

Adam Bloniarz ,

Asier Mujika ,

Alexander Pritzel ,

Paul Caron ,

Altaf Rahman ,

Fiona Lang ,

Yasumasa Onoe ,

Petar Sirkovic ,

Jay Hoover ,

Ying Jian ,

Pablo Duque ,

Arun Narayanan ,

David Soergel ,

Alex Haig ,

Loren Maggiore ,

Shyamal Buch ,

Josef Dean ,

Ilya Figotin ,

Igor Karpov ,

Shaleen Gupta ,

Denny Zhou ,

Muhuan Huang ,

Ashwin Vaswani ,

Christopher Semturs ,

Kaushik Shivakumar ,

Yu Watanabe ,

Vinodh Kumar Rajendran ,

Eva Lu ,

Yanhan Hou ,

Wenting Ye ,

Shikhar Vashishth ,

Nana Nti ,

Vytenis Sakenas ,

Darren Ni ,

Doug DeCarlo ,

Michael Bendersky ,

Sumit Bagri ,

Nacho Cano ,

Elijah Peake ,

Simon Tokumine ,

Varun Godbole ,

Carlos Guía ,

Tanya Lando ,

Vittorio Selo ,

Seher Ellis ,

Danny Tarlow ,

Daniel Gillick ,

Alessandro Epasto ,

Siddhartha Reddy Jonnalagadda ,

Meng Wei ,

Meiyan Xie ,

Ankur Taly ,

Michela Paganini ,

Mukund Sundararajan ,

Daniel Toyama ,

Ting Yu ,

Dessie Petrova ,

Aneesh Pappu ,

Rohan Agrawal ,

Senaka Buthpitiya ,

Justin Frye ,

Thomas Buschmann ,

Remi Crocker ,

Marco Tagliasacchi ,

Mengchao Wang ,

Da Huang ,

Sagi Perel ,

Brian Wieder ,

Hideto Kazawa ,

Weiyue Wang ,

Jeremy Cole ,

Himanshu Gupta ,

Ben Golan ,

Seojin Bang ,

Nitish Kulkarni ,

Ken Franko ,

Casper Liu ,

Doug Reid ,

Sid Dalmia ,

Jay Whang ,

Kevin Cen ,

Prasha Sundaram ,

Johan Ferret ,

Berivan Isik ,

Lucian Ionita ,

Guan Sun ,

Anna Shekhawat ,

Muqthar Mohammad ,

Philip Pham ,

Ronny Huang ,

Karthik Raman ,

Xingyi Zhou ,

Ross Mcilroy ,

Austin Myers ,

Sheng Peng ,

Jacob Scott ,

Paul Covington ,

Sofia Erell ,

Pratik Joshi ,

João Gabriel Oliveira ,

Natasha Noy ,

Tajwar Nasir ,

Jake Walker ,

Vera Axelrod ,

Tim Dozat ,

Pu Han ,

Chun-Te Chu ,

Eugene Weinstein ,

Anand Shukla ,

Shreyas Chandrakaladharan ,

Petra Poklukar ,

Bonnie Li ,

Ye Jin ,

Prem Eruvbetine ,

Steven Hansen ,

Avigail Dabush ,

Alon Jacovi ,

Samrat Phatale ,

Chen Zhu ,

Steven Baker ,

Mo Shomrat ,

Yang Xiao ,

Jean Pouget-Abadie ,

Mingyang Zhang ,

Fanny Wei ,

Yang Song ,

Helen King ,

Yiling Huang ,

Yun Zhu ,

Ruoxi Sun ,

Juliana Vicente Franco ,

Chu-Cheng Lin ,

Sho Arora ,

Hui ,

Li ,

Vivian Xia ,

Luke Vilnis ,

Mariano Schain ,

Kaiz Alarakyia ,

Laurel Prince ,

Aaron Phillips ,

Caleb Habtegebriel ,

Luyao Xu ,

Huan Gui ,

Santiago Ontanon ,

Lora Aroyo ,

Karan Gill ,

Peggy Lu ,

Yash Katariya ,

Dhruv Madeka ,

Shankar Krishnan ,

Shubha Srinivas Raghvendra ,

James Freedman ,

Yi Tay ,

Gaurav Menghani ,

Peter Choy ,

Nishita Shetty ,

Dan Abolafia ,

Doron Kukliansky ,

Edward Chou ,

Jared Lichtarge ,

Ken Burke ,

Ben Coleman ,

Dee Guo ,

Larry Jin ,

Indro Bhattacharya ,

Victoria Langston ,

Yiming Li ,

Suyog Kotecha ,

Alex Yakubovich ,

Xinyun Chen ,

Petre Petrov ,

Tolly Powell ,

Yanzhang He ,

Corbin Quick ,

Kanav Garg ,

Dawsen Hwang ,

Yang Lu ,

Srinadh Bhojanapalli ,

Kristian Kjems ,

Ramin Mehran ,

Aaron Archer ,

Hado van Hasselt ,

Ashwin Balakrishna ,

JK Kearns ,

Meiqi Guo ,

Jason Riesa ,

Mikita Sazanovich ,

Xu Gao ,

Chris Sauer ,

Chengrun Yang ,

XiangHai Sheng ,

Thomas Jimma ,

Wouter Van Gansbeke ,

Vitaly Nikolaev ,

Wei Wei ,

Katie Millican ,

Ruizhe Zhao ,

Justin Snyder ,

Levent Bolelli ,

Maura O'Brien ,

Shawn Xu ,

Fei Xia ,

Wentao Yuan ,

Arvind Neelakantan ,

David Barker ,

Sachin Yadav ,

Hannah Kirkwood ,

Farooq Ahmad ,

Joel Wee ,

Jordan Grimstad ,

Boyu Wang ,

Matthew Wiethoff ,

Shane Settle ,

Miaosen Wang ,

Charles Blundell ,

Jingjing Chen ,

Chris Duvarney ,

Grace Hu ,

Olaf Ronneberger ,

Alex Lee ,

Yuanzhen Li ,

Abhishek Chakladar ,

Alena Butryna ,

Georgios Evangelopoulos ,

Guillaume Desjardins ,

Jonni Kanerva ,

Henry Wang ,

Averi Nowak ,

Nick Li ,

Alyssa Loo ,

Art Khurshudov ,

Laurent El Shafey ,

Nagabhushan Baddi ,

Karel Lenc ,

Yasaman Razeghi ,

Tom Lieber ,

Amer Sinha ,

Xiao Ma ,

Yao Su ,

James Huang ,

Asahi Ushio ,

Hanna Klimczak-Plucińska ,

Kareem Mohamed ,

JD Chen ,

Simon Osindero ,

Stav Ginzburg ,

Lampros Lamprou ,

Vasilisa Bashlovkina ,

Duc-Hieu Tran ,

Ali Khodaei ,

Ankit Anand ,

Yixian Di ,

Ramy Eskander ,

Manish Reddy Vuyyuru ,

Jasmine Liu ,

Aishwarya Kamath ,

Roman Goldenberg ,

Mathias Bellaiche ,

Juliette Pluto ,

Bill Rosgen ,

Hassan Mansoor ,

William Wong ,

Suhas Ganesh ,

Eric Bailey ,

Scott Baird ,

Dan Deutsch ,

Jinoo Baek ,

Xuhui Jia ,

Chansoo Lee ,

Abe Friesen ,

Nathaniel Braun ,

Kate Lee ,

Amayika Panda ,

Steven M. Hernandez ,

Duncan Williams ,

Jianqiao Liu ,

Ethan Liang ,

Arnaud Autef ,

Emily Pitler ,

Deepali Jain ,

Phoebe Kirk ,

Oskar Bunyan ,

Jaume Sanchez Elias ,

Tongxin Yin ,

Machel Reid ,

Aedan Pope ,

Nikita Putikhin ,

Bidisha Samanta ,

Sergio Guadarrama ,

Dahun Kim ,

Simon Rowe ,

Marcella Valentine ,

Geng Yan ,

Alex Salcianu ,

David Silver ,

Gan Song ,

Richa Singh ,

Shuai Ye ,

Hannah DeBalsi ,

Majd Al Merey ,

Eran Ofek ,

Albert Webson ,

Shibl Mourad ,

Ashwin Kakarla ,

Silvio Lattanzi ,

Nick Roy ,

Evgeny Sluzhaev ,

Christina Butterfield ,

Alessio Tonioni ,

Nathan Waters ,

Sudhindra Kopalle ,

Jason Chase ,

James Cohan ,

Girish Ramchandra Rao ,

Robert Berry ,

Michael Voznesensky ,

Shuguang Hu ,

Kristen Chiafullo ,

Sharat Chikkerur ,

George Scrivener ,

Ivy Zheng ,

Jeremy Wiesner ,

Wolfgang Macherey ,

Timothy Lillicrap ,

Fei Liu ,

Brian Walker ,

David Welling ,

Elinor Davies ,

Yangsibo Huang ,

Lijie Ren ,

Nir Shabat ,

Alessandro Agostini ,

Mariko Iinuma ,

Dustin Zelle ,

Rohit Sathyanarayana ,

Andrea D'olimpio ,

Morgan Redshaw ,

Matt Ginsberg ,

Ashwin Murthy ,

Mark Geller ,

Tatiana Matejovicova ,

Ayan Chakrabarti ,

Ryan Julian ,

Christine Chan ,

Qiong Hu ,

Daniel Jarrett ,

Manu Agarwal ,

Jeshwanth Challagundla ,

Tao Li ,

Sandeep Tata ,

Wen Ding ,

Maya Meng ,

Zhuyun Dai ,

Giulia Vezzani ,

Shefali Garg ,

Jannis Bulian ,

Mary Jasarevic ,

Honglong Cai ,

Harish Rajamani ,

Adam Santoro ,

Florian Hartmann ,

Chen Liang ,

Bartek Perz ,

Apoorv Jindal ,

Fan Bu ,

Sungyong Seo ,

Ryan Poplin ,

Adrian Goedeckemeyer ,

Badih Ghazi ,

Nikhil Khadke ,

Leon Liu ,

Kevin Mather ,

Mingda Zhang ,

Ali Shah ,

Alex Chen ,

Jinliang Wei ,

Keshav Shivam ,

Yuan Cao ,

Donghyun Cho ,

Angelo Scorza Scarpati ,

Michael Moffitt ,

Clara Barbu ,

Ivan Jurin ,

Ming-Wei Chang ,

Hongbin Liu ,

Hao Zheng ,

Shachi Dave ,

Christine Kaeser-Chen ,

Xiaobin Yu ,

Alvin Abdagic ,

Lucas Gonzalez ,

Yanping Huang ,

Peilin Zhong ,

Cordelia Schmid ,

Bryce Petrini ,

Alex Wertheim ,

Jifan Zhu ,

Hoang Nguyen ,

Kaiyang Ji ,

Yanqi Zhou ,

Tao Zhou ,

Fangxiaoyu Feng ,

Regev Cohen ,

David Rim ,

Shubham Milind Phal ,

Petko Georgiev ,

Ariel Brand ,

Yue Ma ,

Wei Li ,

Somit Gupta ,

Chao Wang ,

Pavel Dubov ,

Jean Tarbouriech ,

Kingshuk Majumder ,

Huijian Li ,

Norman Rink ,

Apurv Suman ,

Yang Guo ,

Yinghao Sun ,

Arun Nair ,

Xiaowei Xu ,

Mohamed Elhawaty ,

Rodrigo Cabrera ,

Guangxing Han ,

Julian Eisenschlos ,

Junwen Bai ,

Yuqi Li ,

Yamini Bansal ,

Thibault Sellam ,

Mina Khan ,

Hung Nguyen ,

Justin Mao-Jones ,

Nikos Parotsidis ,

Jake Marcus ,

Cindy Fan ,

Roland Zimmermann ,

Yony Kochinski ,

Laura Graesser ,

Feryal Behbahani ,

Alvaro Caceres ,

Michael Riley ,

Patrick Kane ,

Sandra Lefdal ,

Rob Willoughby ,

Paul Vicol ,

Lun Wang ,

Shujian Zhang ,

Ashleah Gill ,

Yu Liang ,

Gautam Prasad ,

Soroosh Mariooryad ,

Mehran Kazemi ,

Zifeng Wang ,

Kritika Muralidharan ,

Paul Voigtlaender ,

Jeffrey Zhao ,

Huanjie Zhou ,

Nina D'Souza ,

Aditi Mavalankar ,

Séb Arnold ,

Nick Young ,

Obaid Sarvana ,

Chace Lee ,

Milad Nasr ,

Tingting Zou ,

Seokhwan Kim ,

Lukas Haas ,

Kaushal Patel ,

Neslihan Bulut ,

David Parkinson ,

Courtney Biles ,

Dmitry Kalashnikov ,

Chi Ming To ,

Aviral Kumar ,

Jessica Austin ,

Alex Greve ,

Lei Zhang ,

Megha Goel ,

Yeqing Li ,

Sergey Yaroshenko ,

Max Chang ,

Abhishek Jindal ,

Geoff Clark ,

Hagai Taitelbaum ,

Dale Johnson ,

Ofir Roval ,

Jeongwoo Ko ,

Anhad Mohananey ,

Christian Schuler ,

Shenil Dodhia ,

Ruichao Li ,

Kazuki Osawa ,

Claire Cui ,

Peng Xu ,

Rushin Shah ,

Tao Huang ,

Ela Gruzewska ,

Nathan Clement ,

Mudit Verma ,

Olcan Sercinoglu ,

Hai Qian ,

Viral Shah ,

Masa Yamaguchi ,

Abhinit Modi ,

Takahiro Kosakai ,

Thomas Strohmann ,

Junhao Zeng ,

Beliz Gunel ,

Jun Qian ,

Austin Tarango ,

Krzysztof Jastrzębski ,

Robert David ,

Jyn Shan ,

Parker Schuh ,

Kunal Lad ,

Willi Gierke ,

Mukundan Madhavan ,

Xinyi Chen ,

Mark Kurzeja ,

Rebeca Santamaria-Fernandez ,

Dawn Chen ,

Alexandra Cordell ,

Yuri Chervonyi ,

Frankie Garcia ,

Nithish Kannen ,

Vincent Perot ,

Nan Ding ,

Shlomi Cohen-Ganor ,

Victor Lavrenko ,

Junru Wu ,

Georgie Evans ,

Cicero Nogueira dos Santos ,

Madhavi Sewak ,

Ashley Brown ,

Andrew Hard ,

Joan Puigcerver ,

Zeyu Zheng ,

Yizhong Liang ,

Evgeny Gladchenko ,

Reeve Ingle ,

Uri First ,

Pierre Sermanet ,

Charlotte Magister ,

Mihajlo Velimirović ,

Sashank Reddi ,

Susanna Ricco ,

Eirikur Agustsson ,

Hartwig Adam ,

Nir Levine ,

David Gaddy ,

Dan Holtmann-Rice ,

Xuanhui Wang ,

Ashutosh Sathe ,

Abhijit Guha Roy ,

Blaž Bratanič ,

Alen Carin ,

Harsh Mehta ,

Silvano Bonacina ,

Nicola De Cao ,

Mara Finkelstein ,

Verena Rieser ,

Xinyi Wu ,

Florent Altché ,

Dylan Scandinaro ,

Li Li ,

Nino Vieillard ,

Nikhil Sethi ,

Garrett Tanzer ,

Zhi Xing ,

Shibo Wang ,

Parul Bhatia ,

Gui Citovsky ,

Thomas Anthony ,

Sharon Lin ,

Tianze Shi ,

Shoshana Jakobovits ,

Gena Gibson ,

Raj Apte ,

Lisa Lee ,

Mingqing Chen ,

Arunkumar Byravan ,

Petros Maniatis ,

Kellie Webster ,

Andrew Dai ,

Pu-Chin Chen ,

Jiaqi Pan ,

Asya Fadeeva ,

Zach Gleicher ,

Thang Luong ,

Niket Kumar Bhumihar

热度 5445

2025年07月07日

简介

在本报告中，我们介绍了Gemini 2.X模型系列：Gemini 2.5 Pro和Gemini 2.5 Flash，以及我们此前推出的Gemini 2.0 Flash和Flash-Lite模型。Gemini 2.5 Pro是我们迄今为止能力最强的模型，在前沿的代码编写和推理基准测试中达到了最先进的水平。除了出色的编程和推理能力之外，Gemini 2.5 Pro还是一种具备卓越多模态理解能力的思考型模型，现在它已经能够处理长达三小时的视频内容。它的长上下文、多模态与推理能力的独特结合，可以共同作用，解锁全新的基于智能体的工作流程。Gemini 2.5 Flash则在计算资源和延迟要求大幅降低的情况下，提供了出色的推理能力；而Gemini 2.0 Flash和Flash-Lite则在低延迟和低成本的前提下实现了高性能。整体而言，Gemini 2.X模型系列全面覆盖了模型能力与成本之间的最优权衡曲线（Pareto前沿），使用户能够探索复杂智能体问题解决能力的边界。
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解决问题

论文旨在解决复杂任务中的多模态理解、长上下文处理和推理能力之间的平衡问题，并探索模型能力与成本之间的帕累托最优前沿。这是一个在当前大模型研究中非常前沿的问题，特别是在开发能够支持代理式工作流（agentic workflows）的模型方面。
关键思路

Gemini 2.X 系列模型通过在不同规模上优化推理能力、多模态理解和长上下文处理，提供了一个覆盖多种应用场景的模型家族。Gemini 2.5 Pro 在前沿编码和推理基准测试中达到最先进水平，并支持长达3小时的视频处理，而 Gemini 2.5 Flash 和 Gemini 2.0 Flash/Flash-Lite 则分别在计算效率和低延迟成本方面表现出色。
其它亮点

{"Gemini 2.5 Pro 是目前最强大的模型，支持长视频内容处理和复杂推理。","Gemini 2.5 Flash 在低计算资源下保持了强大的推理能力。","Gemini 2.0 Flash 和 Flash-Lite 提供了低成本、低延迟的高性能选项。",模型系列覆盖了模型能力与成本之间的完整帕累托前沿。,支持新型代理式问题解决工作流，具有潜在的广泛应用前景。}
相关研究

{"Google DeepMind. (2023). 'Gemini: A Family of Multimodal Large Language Models'.","OpenAI. (2023). 'GPT-4 Technical Report'.","Anthropic. (2024). 'Claude 3: Improving the Reasoning and Multimodal Capabilities of Large Language Models'.","Meta AI. (2024). 'Llama 3: The Next Generation of Open-Source Large Language Models'.","Microsoft. (2024). 'Phi-3: A Small Language Model with Big Capabilities'."}

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