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 ,

Vaishakh Keshava ,

Ying Jian ,

Xiaofan Zhang ,

Raluca Ada Popa ,

Kedar Dhamdhere ,

Blaž Bratanič ,

Kyuyeun Kim ,

Terry Koo ,

Ferran Alet ,

Yi-ting Chen ,

Arsha Nagrani ,

Hannah Muckenhirn ,

Zhiyuan Zhang ,

Corbin Quick ,

Filip Pavetić ,

Duc Dung Nguyen ,

Joao Carreira ,

Michael Elabd ,

Haroon Qureshi ,

Fabian Mentzer ,

Yao-Yuan Yang ,

Danielle Eisenbud ,

Anmol Gulati ,

Ellie Talius ,

Eric Ni ,

Sahra Ghalebikesabi ,

Edouard Yvinec ,

Alaa Saade ,

Thatcher Ulrich ,

Lorenzo Blanco ,

Dan A. Calian ,

Muhuan Huang ,

Aäron van den Oord ,

Naman Goyal ,

Terry Chen ,

Praynaa Rawlani ,

Christian Schallhart ,

Swachhand Lokhande ,

Xianghong Luo ,

Jyn Shan ,

Ceslee Montgomery ,

Victoria Krakovna ,

Federico Piccinini ,

Omer Barak ,

Jingyu Cui ,

Yiling Jia ,

Mikhail Dektiarev ,

Alexey Kolganov ,

Shiyu Huang ,

Zhe Chen ,

Xingyu Wang ,

Jessica Austin ,

Peter de Boursac ,

Evgeny Sluzhaev ,

Frank Ding ,

Huijian Li ,

Surya Bhupatiraju ,

Mohit Agarwal ,

Sławek Kwasiborski ,

Paramjit Sandhu ,

Patrick Siegler ,

Ahmet Iscen ,

Eyal Ben-David ,

Shiraz Butt ,

Miltos Allamanis ,

Seth Benjamin ,

Robert Busa-Fekete ,

Felix Hernandez-Campos ,

Sasha Goldshtein ,

Matt Dibb ,

Weiyang Zhang ,

Annie Marsden ,

Carey Radebaugh ,

Stephen Roller ,

Abhishek Nayyar ,

Jacob Austin ,

Tayfun Terzi ,

Bhargav Kanagal Shamanna ,

Pete Shaw ,

Aayush Singh ,

Florian Luisier ,

Artur Mendonça ,

Vaibhav Aggarwal ,

Larisa Markeeva ,

Claudio Fantacci ,

Sergey Brin ,

HyunJeong Choe ,

Guanyu Wang ,

Hartwig Adam ,

Avigail Dabush ,

Tatsuya Kiyono ,

Eyal Marcus ,

Jeremy Cole ,

Theophane Weber ,

Hongrae Lee ,

Ronny Huang ,

Alex Muzio ,

Leandro Kieliger ,

Maigo Le ,

Courtney Biles ,

Long Le ,

Archit Sharma ,

Chengrun Yang ,

Avery Lamp ,

Dave Dopson ,

Nate Hurley ,

Katrina ,

Xu ,

Zhihao Shan ,

Shuang Song ,

Jiewen Tan ,

Alexandre Senges ,

George Zhang ,

Chong You ,

Yennie Jun ,

David Raposo ,

Susanna Ricco ,

Xuan Yang ,

Weijie Chen ,

Prakhar Gupta ,

Arthur Szlam ,

Kevin Villela ,

Chun-Sung Ferng ,

Daniel Kasenberg ,

Chen Liang ,

Rui Zhu ,

Arunachalam Narayanaswamy ,

Florence Perot ,

Paul Pucciarelli ,

Anna Shekhawat ,

Alexey Stern ,

Rishikesh Ingale ,

Stefani Karp ,

Sanaz Bahargam ,

Adrian Goedeckemeyer ,

Jie Han ,

Sicheng Li ,

Andrea Tacchetti ,

Dian Yu ,

Abhishek Chakladar ,

Zhiying Zhang ,

Mona El Mahdy ,

Xu Gao ,

Dale Johnson ,

Samrat Phatale ,

AJ Piergiovanni ,

Hyeontaek Lim ,

Clement Farabet ,

Carl Lebsack ,

Theo Guidroz ,

John Blitzer ,

Nico Duduta ,

David Madras ,

Steve Li ,

Daniel von Dincklage ,

Xin Li ,

Mahdis Mahdieh ,

George Tucker ,

Ganesh Jawahar ,

Owen Xiao ,

Danny Tarlow ,

Robert Geirhos ,

Noam Velan ,

Daniel Vlasic ,

Kalesha Bullard ,

SK Park ,

Nishesh Gupta ,

Kellie Webster ,

Ayal Hitron ,

Jieming Mao ,

Julian Eisenschlos ,

Laurel Prince ,

Nina D'Souza ,

Kelvin Zheng ,

Sara Nasso ,

Gabriela Botea ,

Carl Doersch ,

Caglar Unlu ,

Chris Alberti ,

Alexey Svyatkovskiy ,

Ankita Goel ,

Krzysztof Choromanski ,

Pan-Pan Jiang ,

Richard Nguyen ,

Four Flynn ,

Daria Ćurko ,

Peter Chen ,

Nicholas Roth ,

Kieran Milan ,

Caleb Habtegebriel ,

Shashi Narayan ,

Michael Moffitt ,

Jake Marcus ,

Thomas Anthony ,

Brendan McMahan ,

Gowoon Cheon ,

Ruibo Liu ,

Megan Barnes ,

Lukasz Lew ,

Rebeca Santamaria-Fernandez ,

Mayank Upadhyay ,

Arjun Akula ,

Arnar Mar Hrafnkelsson ,

Alvaro Caceres ,

Andrew Bunner ,

Michal Sokolik ,

Subha Puttagunta ,

Lawrence Moore ,

Berivan Isik ,

Jay Hartford ,

Lawrence Chan ,

Pradeep Shenoy ,

Dan Holtmann-Rice ,

Jane Park ,

Fabio Viola ,

Alex Salcianu ,

Sujeevan Rajayogam ,

Ian Stewart-Binks ,

Zelin Wu ,

Richard Everett ,

Xi Xiong ,

Pierre-Antoine Manzagol ,

Gary Leung ,

Carl Saroufim ,

Bo Pang ,

Dawid Wegner ,

George Papamakarios ,

Jennimaria Palomaki ,

Helena Pankov ,

Guangda Lai ,

Guilherme Tubone ,

Shubin Zhao ,

Theofilos Strinopoulos ,

Seth Neel ,

Mingqiu Wang ,

Joe Kelley ,

Li Li ,

Pingmei Xu ,

Anitha Vijayakumar ,

Andrea D'olimpio ,

Omer Levy ,

Massimo Nicosia ,

Grigory Rozhdestvenskiy ,

Ni Lao ,

Sirui Xie ,

Yash Katariya ,

Jon Simon ,

Sanjiv Kumar ,

Florian Hartmann ,

Michael Kilgore ,

Jinhyuk Lee ,

Aroma Mahendru ,

Roman Ring ,

Tom Hennigan ,

Fiona Lang ,

Colin Cherry ,

David Steiner ,

Dawsen Hwang ,

Ray Smith ,

Pidong Wang ,

Jeremy Chen ,

Ming-Hsuan Yang ,

Sam Kwei ,

Philippe Schlattner ,

Donnie Kim ,

Ganesh Poomal Girirajan ,

Nikola Momchev ,

Ayushi Agarwal ,

Xingyi Zhou ,

Ilkin Safarli ,

Zachary Garrett ,

AJ Pierigiovanni ,

Sarthak Jauhari ,

Alif Raditya Rochman ,

Shikhar Vashishth ,

Quan Yuan ,

Christof Angermueller ,

Jon Blanton ,

Xinying Song ,

Nitesh Bharadwaj Gundavarapu ,

Thi Avrahami ,

Maxine Deines ,

Subhrajit Roy ,

Manish Gupta ,

Christopher Semturs ,

Shobha Vasudevan ,

Aditya Srikanth Veerubhotla ,

Shriya Sharma ,

Josh Jacob ,

Zhen Yang ,

Andreas Terzis ,

Dan Karliner ,

Auriel Wright ,

Tania Rojas-Esponda ,

Ashley Brown ,

Abhijit Guha Roy ,

Pawan Dogra ,

Andrei Kapishnikov ,

Peter Young ,

Wendy Kan ,

Vinodh Kumar Rajendran ,

Maria Ivanova ,

Salil Deshmukh ,

Chia-Hua Ho ,

Mike Kwong ,

Stav Ginzburg ,

Annie Louis ,

KP Sawhney ,

Slav Petrov ,

Jing Xie ,

Yunfei Bai ,

Georgi Stoyanov ,

Alex Fabrikant ,

Rajesh Jayaram ,

Yuqi Li ,

Joe Heyward ,

Justin Gilmer ,

Yaqing Wang ,

Radu Soricut ,

Luyang Liu ,

Qingnan Duan ,

Jamie Hayes ,

Maura O'Brien ,

Gaurav Singh Tomar ,

Sivan Eiger ,

Bahar Fatemi ,

Jeffrey Hui ,

Catarina Barros ,

Adaeze Chukwuka ,

Alena Butryna ,

Saksham Thakur ,

Austin Huang ,

Zhufeng Pan ,

Haotian Tang ,

Serkan Cabi ,

Tulsee Doshi ,

Michiel Bakker ,

Sumit Bagri ,

Ruy Ley-Wild ,

Adam Lelkes ,

Jennie Lees ,

Patrick Kane ,

David Greene ,

Shimu Wu ,

Jörg Bornschein ,

Gabriela Surita ,

Sarah Hodkinson ,

Fangtao Li ,

Chris Hidey ,

Sébastien Pereira ,

Sean Ammirati ,

Phillip Lippe ,

Adam Kraft ,

Pu Han ,

Sebastian Gerlach ,

Zifeng Wang ,

Liviu Panait ,

Feng Han ,

Brian Farris ,

Yingying Bi ,

Hannah DeBalsi ,

Miaosen Wang ,

Gladys Tyen ,

James Cohan ,

Susan Zhang ,

Jarred Barber ,

Da-Woon Chung ,

Jaeyoun Kim ,

Markus Kunesch ,

Steven Pecht ,

Nami Akazawa ,

Abe Friesen ,

James Lyon ,

Ali Eslami ,

Junru Wu ,

Jie Tan ,

Yue Song ,

Ravi Kumar ,

Chris Welty ,

Ilia Akolzin ,

Gena Gibson ,

Sean Augenstein ,

Arjun Pillai ,

Nancy Yuen ,

Du Phan ,

Xin Wang ,

Iain Barr ,

Heiga Zen ,

Nan Hua ,

Casper Liu ,

Jilei ,

Wang ,

Tanuj Bhatia ,

Hao Xu ,

Oded Elyada ,

Pushmeet Kohli ,

Mirek Olšák ,

Ke Chen ,

Azalia Mirhoseini ,

Noam Shazeer ,

Shoshana Jakobovits ,

Maggie Tran ,

Nolan Ramsden ,

Tarun Bharti ,

Fred Alcober ,

Yunjie Li ,

Shilpa Shetty ,

Jing Chen ,

Dmitry Kalashnikov ,

Megha Nawhal ,

Sercan Arik ,

Hanwen Chen ,

Michiel Blokzijl ,

Shubham Gupta ,

James Rubin ,

Rigel Swavely ,

Sophie Bridgers ,

Ian Gemp ,

Chen Su ,

Arun Suggala ,

Juliette Pluto ,

Mary Cassin ,

Alain Vaucher ,

Kaiyang Ji ,

Jiahao Cai ,

Andrew Audibert ,

Animesh Sinha ,

David Tian ,

Efrat Farkash ,

Amy Hua ,

Jilin Chen ,

Duc-Hieu Tran ,

Edward Loper ,

Nicole Brichtova ,

Lara McConnaughey ,

Ballie Sandhu ,

Robert Leland ,

Doug DeCarlo ,

Andrew Over ,

James Huang ,

Xing Wu ,

Connie Fan ,

Eric Li ,

Yun Lei ,

Deepak Sharma ,

Cosmin Paduraru ,

Luo Yu ,

Matko Bošnjak ,

Phuong Dao ,

Min Choi ,

Sneha Kudugunta ,

Jakub Adamek ,

Carlos Guía ,

Ali Khodaei ,

Jie Feng ,

Wenjun Zeng ,

David Welling ,

Sandeep Tata ,

Christina Butterfield ,

Andrey Vlasov ,

Seliem El-Sayed ,

Swaroop Mishra ,

Tara Sainath ,

Shentao Yang ,

RJ Skerry-Ryan ,

Jeremy Shar ,

Robert Berry ,

Arunkumar Rajendran ,

Arun Kandoor ,

Andrea Burns ,

Deepali Jain ,

Tom Stone ,

Wonpyo Park ,

Shibo Wang ,

Albin Cassirer ,

Guohui Wang ,

Hayato Kobayashi ,

Sergey Rogulenko ,

Vineetha Govindaraj ,

Mikołaj Rybiński ,

Nadav Olmert ,

Colin Evans ,

Po-Sen Huang ,

Kelvin Xu ,

Premal Shah ,

Terry Thurk ,

Caitlin Sikora ,

Mu Cai ,

Jin Xie ,

Elahe Dabir ,

Saloni Shah ,

Norbert Kalb ,

Carrie Zhang ,

Shruthi Prabhakara ,

Amit Sabne ,

Artiom Myaskovsky ,

Vikas Raunak ,

Blanca Huergo ,

Behnam Neyshabur ,

Jon Clark ,

Ye Zhang ,

Shankar Krishnan ,

Eden Cohen ,

Dinesh Tewari ,

James Lottes ,

Yumeya Yamamori ,

Hui ,

Li ,

Mohamed Elhawaty ,

Ada Maksutaj Oflazer ,

Adrià Recasens ,

Sheryl Luo ,

Duy Nguyen ,

Taylor Bos ,

Kalyan Andra ,

Ana Salazar ,

Ed Chi ,

Jeongwoo Ko ,

Matt Ginsberg ,

Anders Andreassen ,

Anian Ruoss ,

Todor Davchev ,

Elnaz Davoodi ,

Chenxi Liu ,

Min Kim ,

Santiago Ontanon ,

Chi Ming To ,

Dawei Jia ,

Rosemary Ke ,

Jing Wang ,

Anna Korsun ,

Moran Ambar ,

Ilya Kornakov ,

Irene Giannoumis ,

Toni Creswell ,

Denny Zhou ,

Yi Su ,

Ishaan Watts ,

Aleksandr Zaks ,

Evgenii Eltyshev ,

Ziqiang Feng ,

Sidharth Mudgal ,

Alex Kaskasoli ,

Juliette Love ,

Kingshuk Dasgupta ,

Sam Shleifer ,

Richard Green ,

Sungyong Seo ,

Chansoo Lee ,

Dale Webster ,

Prakash Shroff ,

Ganna Raboshchuk ,

Isabel Leal ,

James Manyika ,

Sofia Erell ,

Daniel Murphy ,

Zhisheng Xiao ,

Anton Bulyenov ,

Julian Walker ,

Mark Collier ,

Matej Kastelic ,

Nelson George ,

Sushant Prakash ,

Sailesh Sidhwani ,

Alexey Frolov ,

Steven Hansen ,

Petko Georgiev ,

Tiberiu Sosea ,

Chris Apps ,

Aishwarya Kamath ,

David Reid ,

Emma Cooney ,

Charlotte Magister ,

Oriana Riva ,

Alec Go ,

Pu-Chin Chen ,

Sebastian Krause ,

Nir Levine ,

Marco Fornoni ,

Ilya Figotin ,

Nick Roy ,

Parsa Mahmoudieh ,

Vladimir Magay ,

Mukundan Madhavan ,

Jin Miao ,

Jianmo Ni ,

Yasuhisa Fujii ,

Ian Chou ,

George Scrivener ,

Zak Tsai ,

Siobhan Mcloughlin ,

Jeremy Selier ,

Sandra Lefdal ,

Jeffrey Zhao ,

Abhijit Karmarkar ,

Kushal Chauhan ,

Shivanker Goel ,

Zhaoyi Zhang ,

Vihan Jain ,

Parisa Haghani ,

Mostafa Dehghani ,

Jacob Scott ,

Erin Farnese ,

Anastasija Ilić ,

Steven Baker ,

Julia Pawar ,

Li Zhong ,

Josh Camp ,

Yoel Zeldes ,

Shravya Shetty ,

Anand Iyer ,

Vít Listík ,

Jiaxian Guo ,

Luming Tang ,

Mark Geller ,

Simon Bucher ,

Yifan Ding ,

Hongzhi Shi ,

Carrie Muir ,

Dominik Grewe ,

Ramy Eskander ,

Octavio Ponce ,

Boqing Gong ,

Derek Gasaway ,

Samira Khan ,

Umang Gupta ,

Angelos Filos ,

Weicheng Kuo ,

Klemen Kloboves ,

Jennifer Beattie ,

Christian Wright ,

Leon Li ,

Alicia Jin ,

Sandeep Mariserla ,

Miteyan Patel ,

Jens Heitkaemper ,

Dilip Krishnan ,

Vivek Sharma ,

David Bieber ,

Christian Frank ,

John Lambert ,

Paul Caron ,

Martin Polacek ,

Mai Giménez ,

Himadri Choudhury ,

Xing Yu ,

Sasan Tavakkol ,

Arun Ahuja ,

Franz Och ,

Rodolphe Jenatton ,

Wojtek Skut ,

Bryan Richter ,

David Gaddy ,

Andy Ly ,

Misha Bilenko ,

Megh Umekar ,

Ethan Liang ,

Martin Sevenich ,

Mandar Joshi ,

Hassan Mansoor ,

Rebecca Lin ,

Sumit Sanghai ,

Abhimanyu Singh ,

Xiaowei Li ,

Sudheendra Vijayanarasimhan ,

Zaheer Abbas ,

Yonatan Bitton ,

Hansa Srinivasan ,

Manish Reddy Vuyyuru ,

Alexander Frömmgen ,

Yanhua Sun ,

Ralph Leith ,

Alfonso Castaño ,

DJ Strouse ,

Le Yan ,

Austin Kyker ,

Satish Kambala ,

Mary Jasarevic ,

Thibault Sellam ,

Chao Jia ,

Alexander Pritzel ,

Raghavender R ,

Huizhong Chen ,

Natalie Clay ,

Sudeep Gandhe ,

Sean Kirmani ,

Sayna Ebrahimi ,

Hannah Kirkwood ,

Jonathan Mallinson ,

Chao Wang ,

Adnan Ozturel ,

Kuo Lin ,

Shyam Upadhyay ,

Vincent Cohen-Addad ,

Sean Purser-haskell ,

Yichong Xu ,

Ebrahim Songhori ,

Babi Seal ,

Alberto Magni ,

Almog Gueta ,

Tingting Zou ,

Guru Guruganesh ,

Thais Kagohara ,

Hung Nguyen ,

Khalid Salama ,

Alejandro Cruzado Ruiz ,

Justin Frye ,

Zhenkai Zhu ,

Matthias Lochbrunner ,

Simon Osindero ,

Wentao Yuan ,

Lisa Lee ,

Aman Prasad ,

Lam Nguyen Thiet ,

Daniele Calandriello ,

Victor Stone ,

Qixuan Feng ,

Han Ke ,

Maria Voitovich ,

Geta Sampemane ,

Lewis Chiang ,

Ling Wu ,

Alexander Bykovsky ,

Matt Young ,

Luke Vilnis ,

Ishita Dasgupta ,

Aditya Chawla ,

Qin Cao ,

Bowen Liang ,

Daniel Toyama ,

Szabolcs Payrits ,

Anca Stefanoiu ,

Dimitrios Vytiniotis ,

Ankesh Anand ,

Tianxiao Shen ,

Blagoj Mitrevski ,

Michael Tschannen ,

Sreenivas Gollapudi ,

Aishwarya P S ,

José Leal ,

Zhe Shen ,

Han Fu ,

Wei Wang ,

Arvind Kannan ,

Doron Kukliansky ,

Sergey Yaroshenko ,

Svetlana Grant ,

Umesh Telang ,

David Wood ,

Alexandra Chronopoulou ,

Alexandru Ţifrea ,

Tao Zhou ,

Tony ,

Nguy\~ên ,

Muge Ersoy ,

Anima Singh ,

Meiyan Xie ,

Emanuel Taropa ,

Woohyun Han ,

Eirikur Agustsson ,

Andrei Sozanschi ,

Hui Peng ,

Alex Chen ,

Yoel Drori ,

Efren Robles ,

Yang Gao ,

Xerxes Dotiwalla ,

Ying Chen ,

Anudhyan Boral ,

Alexei Bendebury ,

John Nham ,

Chris Tar ,

Luis Castro ,

Jiepu Jiang ,

Canoee Liu ,

Felix Halim ,

Jinoo Baek ,

Andy Wan ,

Jeremiah Liu ,

Yuan Cao ,

Shengyang Dai ,

Trilok Acharya ,

Ruoxi Sun ,

Fuzhao Xue ,

Saket Joshi ,

Morgane Lustman ,

Yongqin Xian ,

Rishabh Joshi ,

Deep Karkhanis ,

Nora Kassner ,

Jamie Hall ,

Xiangzhuo Ding ,

Gan Song ,

Gang Li ,

Chen Zhu ,

Yana Kulizhskaya ,

Bin Ni ,

Alexey Vlaskin ,

Solomon Demmessie ,

Lucio Dery ,

Salah Zaiem ,

Yanping Huang ,

Cindy Fan ,

Felix Gimeno ,

Ananth Balashankar ,

Koji Kojima ,

Hagai Taitelbaum ,

Maya Meng ,

Dero Gharibian ,

Sahil Singla ,

Wei Chen ,

Ambrose Slone ,

Guanjie Chen ,

Sujee Rajayogam ,

Max Schumacher ,

Suyog Kotecha ,

Rory Blevins ,

Qifei Wang ,

Mor Hazan Taege ,

Alex Morris ,

Xin Liu ,

Fayaz Jamil ,

Richard Zhang ,

Pratik Joshi ,

Ben Ingram ,

Tyler Liechty ,

Ahmed Eleryan ,

Scott Baird ,

Alex Grills ,

Gagan Bansal ,

Shan Han ,

Kiran Yalasangi ,

Shawn Xu ,

Majd Al Merey ,

Isabel Gao ,

Felix Weissenberger ,

Igor Karpov ,

Robert Riachi ,

Ankit Anand ,

Gautam Prasad ,

Kay Lamerigts ,

Reid Hayes ,

Jamie Rogers ,

Mandy Guo ,

Ashish Shenoy ,

Qiong ,

Hu ,

Kyle He ,

Yuchen Liu ,

Polina Zablotskaia ,

Sagar Gubbi ,

Yifan Chang ,

Jay Pavagadhi ,

Kristian Kjems ,

Archita Vadali ,

Diego Machado ,

Yeqing Li ,

Renshen Wang ,

Dipankar Ghosh ,

Aahil Mehta ,

Dana Alon ,

George Polovets ,

Alessio Tonioni ,

Nate Kushman ,

Joel D'sa ,

Lin Zhuo ,

Allen Wu ,

Rohin Shah ,

John Youssef ,

Jiayu Ye ,

Justin Snyder ,

Karel Lenc ,

Senaka Buthpitiya ,

Matthew Tung ,

Jichuan Chang ,

Tao Chen ,

David Saxton ,

Jenny Lee ,

Lydia Lihui Zhang ,

James Qin ,

Prabakar Radhakrishnan ,

Maxwell Chen ,

Piotr Ambroszczyk ,

Metin Toksoz-Exley ,

Yan Zhong ,

Nitzan Katz ,

Brendan O'Donoghue ,

Tamara von Glehn ,

Adi Gerzi Rosenthal ,

Aga Świetlik ,

Xiaokai Zhao ,

Nick Fernando ,

Jinliang Wei ,

Jieru Mei ,

Sergei Vassilvitskii ,

Diego Cedillo ,

Pranjal Awasthi ,

Hui Zheng ,

Koray Kavukcuoglu ,

Itay Laish ,

Joseph Pagadora ,

Marc Brockschmidt ,

Christopher A. Choquette-Choo ,

Arunkumar Byravan ,

Yifeng Lu ,

Xu Chen ,

Mia Chen ,

Kenton Lee ,

Rama Pasumarthi ,

Sijal Bhatnagar ,

Aditya Shah ,

Qiyin Wu ,

Zhuoyuan Chen ,

Zack Nado ,

Bartek Perz ,

Zixuan Jiang ,

David Kao ,

Ganesh Mallya ,

Nino Vieillard ,

Lantao Mei ,

Sertan Girgin ,

Mandy Jordan ,

Yeongil Ko ,

Alekh Agarwal ,

Yaxin Liu ,

Yasemin Altun ,

Raoul de Liedekerke ,

Anastasios Kementsietsidis ,

Daiyi Peng ,

Dangyi Liu ,

Utku Evci ,

Peter Humphreys ,

Austin Tarango ,

Xiang Deng ,

Yoad Lewenberg ,

Kevin Aydin ,

Chengda Wu ,

Bhavishya Mittal ,

Tsendsuren Munkhdalai ,

Kleopatra Chatziprimou ,

Rodrigo Benenson ,

Uri First ,

Xiao Ma ,

Jinning Li ,

Armand Joulin ,

Hamish Tomlinson ,

Tingnan Zhang ,

Milad Nasr ,

Zhi Hong ,

Michaël Sander ,

Lisa Anne Hendricks ,

Anuj Sharma ,

Andrew Bolt ,

Eszter Vértes ,

Jiri Simsa ,

Tomer Levinboim ,

Olcan Sercinoglu ,

Divyansh Shukla ,

Austin Wu ,

Craig Swanson ,

Danny Vainstein ,

Fan Bu ,

Bo Wang ,

Ryan Julian ,

Charles Yoon ,

Sergei Lebedev ,

Antonious Girgis ,

Bernd Bandemer ,

David Du ,

Todd Wang ,

Xi Chen ,

Ying Xiao ,

Peggy Lu ,

Natalie Ha ,

Vlad Ionescu ,

Simon Rowe ,

Josip Matak ,

Federico Lebron ,

Andreas Steiner ,

Lalit Jain ,

Manaal Faruqui ,

Nicolas Lacasse ,

Georgie Evans ,

Neesha Subramaniam ,

Dean Reich ,

Giulia Vezzani ,

Aditya Pandey ,

Joe Stanton ,

Tianhao Zhou ,

Liam McCafferty ,

Henry Griffiths ,

Verena Rieser ,

Soheil Hassas Yeganeh ,

Eleftheria Briakou ,

Lu Huang ,

Zichuan Wei ,

Liangchen Luo ,

Erik Jue ,

Gabby Wang ,

Victor Cotruta ,

Myriam Khan ,

Jongbin Park ,

Qiuchen Guo ,

Peiran Li ,

Rong Rong ,

Diego Antognini ,

Anastasia Petrushkina ,

Chetan Tekur ,

Eli Collins ,

Parul Bhatia ,

Chester Kwak ,

Wenhu Chen ,

Arvind Neelakantan ,

Immanuel Odisho ,

Sheng Peng ,

Vincent Nallatamby ,

Vaibhav Tulsyan ,

Fabian Pedregosa ,

Peng Xu ,

Raymond Lin ,

Yulong Wang ,

Emma Wang ,

Sholto Douglas ,

Reut Tsarfaty ,

Elena Gribovskaya ,

Renga Aravamudhan ,

Manu Agarwal ,

Mara Finkelstein ,

Qiao Zhang ,

Elizabeth Cole ,

Phil Crone ,

Sarmishta Velury ,

Anil Das ,

Chris Sauer ,

Luyao Xu ,

Danfeng Qin ,

Chenjie Gu ,

Dror Marcus ,

CJ Zheng ,

Wouter Van Gansbeke ,

Sobhan Miryoosefi ,

Haitian Sun ,

YaGuang Li ,

Charlie Chen ,

Jae Yoo ,

Pavel Dubov ,

Alex Tomala ,

Adams Yu ,

Paweł Wesołowski ,

Alok Gunjan ,

Eddie Cao ,

Jiaming Luo ,

Nikhil Sethi ,

Arkadiusz Socala ,

Laura Graesser ,

Tomas Kocisky ,

Arturo BC ,

Minmin Chen ,

Edward Lee ,

Sophie Wang ,

Weize Kong ,

Qiantong Xu ,

Nilesh Tripuraneni ,

Yiming Li ,

Xinxin Yu ,

Allen Porter ,

Paul Voigtlaender ,

Biao Zhang ,

Arpi Vezer ,

Sarah York ,

Qing Wei ,

Geoffrey Cideron ,

Mark Kurzeja ,

Seungyeon Kim ,

Benny Li ,

Angéline Pouget ,

Hyo Lee ,

Kaspar Daugaard ,

Yang Li ,

Dave Uthus ,

Aditya Siddhant ,

Paul Cavallaro ,

Sriram Ganapathy ,

Maulik Shah ,

Rolf Jagerman ,

Jeff Stanway ,

Piermaria Mendolicchio ,

Li Xiao ,

Kayi Lee ,

Tara Thompson ,

Shubham Milind Phal ,

Jason Chase ,

Sun Jae Lee ,

Adrian N Reyes ,

Disha Shrivastava ,

Zhen Qin ,

Roykrong Sukkerd ,

Seth Odoom ,

Lior Madmoni ,

John Aslanides ,

Jonathan Herzig ,

Elena Pochernina ,

Sheng Zhang ,

Parker Barnes ,

Daisuke Ikeda ,

Qiujia Li ,

Shuo-yiin Chang ,

Shakir Mohamed ,

Jim Sproch ,

Richard Powell ,

Bidisha Samanta ,

Domagoj Ćevid ,

Anton Kovsharov ,

Shrestha Basu Mallick ,

Srinivas Tadepalli ,

Anne Zheng ,

Kareem Ayoub ,

Andreas Noever ,

Christian Reisswig ,

Zhuo Xu ,

Junhyuk Oh ,

Martin Matysiak ,

Tim Blyth ,

Shereen Ashraf ,

Julien Amelot ,

Boone Severson ,

Michele Bevilacqua ,

Motoki Sano ,

Ethan Dyer ,

Ofir Roval ,

Anu Sinha ,

Yin Zhong ,

Sagi Perel ,

Tea Sabolić ,

Johannes Mauerer ,

Willi Gierke ,

Mauro Verzetti ,

Rodrigo Cabrera ,

Alvin Abdagic ,

Steven Hemingray ,

Austin Stone ,

Jong Lee ,

Farooq Ahmad ,

Karthik Raman ,

Lior Shani ,

Jonathan Lai ,

Orhan Firat ,

Nathan Waters ,

Eric Ge ,

Mo Shomrat ,

Himanshu Gupta ,

Rajeev Aggarwal ,

Tom Hudson ,

Bill Jia ,

Simon Baumgartner ,

Palak Jain ,

Joe Kovac ,

Junehyuk Jung ,

Ante Žužul ,

Will Truong ,

Morteza Zadimoghaddam ,

Songyou Peng ,

Marco Liang ,

Rachel Sterneck ,

Balaji Lakshminarayanan ,

Machel Reid ,

Oliver Woodman ,

Tong Zhou ,

Jianling Wang ,

Vincent Coriou ,

Arjun Narayanan ,

Jay Hoover ,

Yenai Ma ,

Apoorv Jindal ,

Clayton Sanford ,

Doug Reid ,

Swaroop Ramaswamy ,

Alex Kurakin ,

Roland Zimmermann ,

Yana Lunts ,

Dragos Dena ,

Zalán Borsos ,

Vered Cohen ,

Shujian Zhang ,

Will Grathwohl ,

Robert Dadashi ,

Morgan Redshaw ,

Joshua Kessinger ,

Julian Odell ,

Silvano Bonacina ,

Zihang Dai ,

Grace Chen ,

Ayush Dubey ,

Pablo Sprechmann ,

Mantas Pajarskas ,

Wenxuan Zhou ,

Niharika Ahuja ,

Tara Thomas ,

Martin Nikoltchev ,

Matija Kecman ,

Bharath Mankalale ,

Andrey Ryabtsev ,

Jennifer She ,

Christian Walder ,

Jiaming Shen ,

Lu Li ,

Carolina Parada ,

Sheena Panthaplackel ,

Okwan Kwon ,

Matt Lawlor ,

Utsav Prabhu ,

Yannick Schroecker ,

Marc'aurelio Ranzato ,

Pete Blois ,

Iurii Kemaev ,

Ting Yu ,

Dmitry Lepikhin ,

Hao Xiong ,

Sahand Sharifzadeh ,

Oleaser Johnson ,

Jeremiah Willcock ,

Rui Yao ,

Greg Farquhar ,

Sujoy Basu ,

Hidetoshi Shimokawa ,

Nina Anderson ,

Haiguang Li ,

Khiem Pham ,

Yizhong Liang ,

Sebastian Borgeaud ,

Alexandre Moufarek ,

Hideto Kazawa ,

Blair Kutzman ,

Marcin Sieniek ,

Sara Smoot ,

Ruth Wang ,

Natalie Axelsson ,

Nova Fallen ,

Prasha Sundaram ,

Yuexiang Zhai ,

Varun Godbole ,

Petros Maniatis ,

Alek Wang ,

Ilia Shumailov ,

Santhosh Thangaraj ,

Remi Crocker ,

Nikita Gupta ,

Gang Wu ,

Phil Chen ,

Gellért Weisz ,

Celine Smith ,

Mojtaba Seyedhosseini ,

Boya Fang ,

Xiyang Luo ,

Roey Yogev ,

Zeynep Cankara ,

Andrew Hard ,

Helen Ran ,

Rahul Sukthankar ,

George Necula ,

Gaël Liu ,

Honglong Cai ,

Praseem Banzal ,

Daniel Keysers ,

Sanjay Ghemawat ,

Connie Tao ,

Emma Dunleavy ,

Aditi Chaudhary ,

Wei Li ,

Maciej Mikuła ,

Chen-Yu Lee ,

Tiziana Refice ,

Krishna Somandepalli ,

Alexandre Fréchette ,

Dan Bahir ,

John Karro ,

Keith Rush ,

Sarah Perrin ,

Bill Rosgen ,

Xiaomeng Yang ,

Clara Huiyi Hu ,

Mahmoud Alnahlawi ,

Justin Mao-Jones ,

Roopal Garg ,

Hoang Nguyen ,

Bat-Orgil Batsaikhan ,

Iñaki Iturrate ,

Anselm Levskaya ,

Avi Singh ,

Ashyana Kachra ,

Tony Lu ,

Denis Petek ,

Zheng Xu ,

Mark Graham ,

Lukas Zilka ,

Yael Karov ,

Marija Kostelac ,

Fangyu Liu ,

Yaohui Guo ,

Weiyue Wang ,

Bernd Bohnet ,

Emily Pitler ,

Tony Bruguier ,

Keisuke Kinoshita ,

Chrysovalantis Anastasiou ,

Nilpa Jha ,

Ting Liu ,

Jerome Connor ,

Phil Wallis ,

Philip Pham ,

Eric Bailey ,

Shixin Li ,

Heng-Tze Cheng ,

Sally Ma ,

Haiqiong Li ,

Akanksha Maurya ,

Kate Olszewska ,

Manfred Warmuth ,

Christy Koh ,

Dominik Paulus ,

Siddhartha Reddy Jonnalagadda ,

Enrique Piqueras ,

Ali Elqursh ,

Geoff Brown ,

Hadar Shemtov ,

Loren Maggiore ,

Fei Xia ,

Ryan Foley ,

Beka Westberg ,

George van den Driessche ,

Livio Baldini Soares ,

Arjun Kar ,

Michael Quinn ,

Siqi Zuo ,

Jialin Wu ,

Kyle Kastner ,

Anna Bortsova ,

Aijun Bai ,

Ales Mikhalap ,

Luowei Zhou ,

Jennifer Brennan ,

Vinay Ramasesh ,

Honglei Zhuang ,

John Maggs ,

Johan Schalkwyk ,

Yuntao Xu ,

Hui Huang ,

Andrew Howard ,

Sasha Brown ,

Linting Xue ,

Gloria Shen ,

Brian Albert ,

Neha Jha ,

Daniel Zheng ,

Varvara Krayvanova ,

Spurthi Amba Hombaiah ,

Olivier Lacombe ,

Gautam Vasudevan ,

Dan Graur ,

Tian Xie ,

Meet Gandhi ,

Bangju Wang ,

Dustin Zelle ,

Harman Singh ,

Dahun Kim ,

Sébastien Cevey ,

Victor Ungureanu ,

Natasha Noy ,

Fei Liu ,

Annie Xie ,

Fangxiaoyu Feng ,

Katerina Tsihlas ,

Daniel Formoso ,

Neera Vats ,

Quentin Wellens ,

Yinan Wang ,

Niket Kumar Bhumihar ,

Samrat Ghosh ,

Matt Hoffman ,

Tom Lieber ,

Oran Lang ,

Kush Bhatia ,

Tom Paine ,

Aroonalok Pyne ,

Ronny Votel ,

Madeleine Clare Elish ,

Benoit Schillings ,

Alex Panagopoulos ,

Haichuan Yang ,

Adam Raveret ,

Zohar Yahav ,

Shuang Liu ,

Dalia El Badawy ,

Nishant Agrawal ,

Mohammed Badawi ,

Mahdi Mirzazadeh ,

Carla Bromberg ,

Fan Ye ,

Chang Liu ,

Tatiana Sholokhova ,

George-Cristian Muraru ,

Gargi Balasubramaniam ,

Jonathan Malmaud ,

Alen Carin ,

Danilo Martins ,

Irina Jurenka ,

Pankil Botadra ,

Dave Lacey ,

Richa Singh ,

Mariano Schain ,

Dan Zheng ,

Isabelle Guyon ,

Victor Lavrenko ,

Seungji Lee ,

Xiang Zhou ,

Demis Hassabis ,

Jeshwanth Challagundla ,

Derek Cheng ,

Nikhil Mehta ,

Matthew Mauger ,

Michela Paganini ,

Pushkar Mishra ,

Kate Lee ,

Zhang Li ,

Lexi Baugher ,

Ondrej Skopek ,

Max Chang ,

Amir Zait ,

Gaurav Menghani ,

Lizzetth Bellot ,

Guangxing Han ,

Jean-Michel Sarr ,

Sharat Chikkerur ,

Himanshu Sahni ,

Rohan Anil ,

Arun Narayanan ,

Chandu Thekkath ,

Daniele Pighin ,

Hana Strejček ,

Marko Velic ,

Fred Bertsch ,

Manuel Tragut ,

Keran Rong ,

Alicia Parrish ,

Kai Bailey ,

Jiho Park ,

Isabela Albuquerque ,

Abhishek Bapna ,

Rajesh Venkataraman ,

Alec Kosik ,

Johannes Griesser ,

Zhiwei Deng ,

Alek Andreev ,

Qingyun Dou ,

Kevin Hui ,

Fanny Wei ,

Xiaobin Yu ,

Lei Shu ,

Avia Aharon ,

David Barker ,

Badih Ghazi ,

Sebastian Flennerhag ,

Chris Breaux ,

Yuchuan Liu ,

Matthew Bilotti ,

Josh Woodward ,

Uri Alon ,

Stephanie Winkler ,

Tzu-Kuo Huang ,

Kostas Andriopoulos ,

João Gabriel Oliveira ,

Penporn Koanantakool ,

Berkin Akin ,

Michael Wunder ,

Cicero Nogueira dos Santos ,

Mohammad Hossein Bateni ,

Lin Yang ,

Dan Horgan ,

Beer Changpinyo ,

Keyvan Amiri ,

Min Ma ,

Dayeong Lee ,

Lihao Liang ,

Anirudh Baddepudi ,

Tejasi Latkar ,

Raia Hadsell ,

Jun Xu ,

Hairong Mu ,

Michael Han ,

Aedan Pope ,

Snchit Grover ,

Frank Kim ,

Ankit Bhagatwala ,

Guan Sun ,

Yamini Bansal ,

Amir Globerson ,

Alireza Nazari ,

Samira Daruki ,

Hagen Soltau ,

Jane Labanowski ,

Laurent El Shafey ,

Matt Harvey ,

Yanif Ahmad ,

Elan Rosenfeld ,

William Kong ,

Etienne Pot ,

Yi-Xuan Tan ,

Aurora Wei ,

Victoria Langston ,

Marcel Prasetya ,

Petar Veličković ,

Richard Killam ,

Robin Strudel ,

Darren Ni ,

Zhenhai Zhu ,

Aaron Archer ,

Kavya Kopparapu ,

Lynn Nguyen ,

Emilio Parisotto ,

Hussain Masoom ,

Sravanti Addepalli ,

Jordan Grimstad ,

Hexiang Hu ,

Joss Moore ,

Avinatan Hassidim ,

Le Hou ,

Mukund Raghavachari ,

Jared Lichtarge ,

Adam R. Brown ,

Hilal Dib ,

Natalia Ponomareva ,

Justin Fu ,

Yujing Zhang ,

Altaf Rahman ,

Joana Iljazi ,

Edouard Leurent ,

Gabriel Dulac-Arnold ,

Cosmo Du ,

Chulayuth Asawaroengchai ,

Larry Jin ,

Ela Gruzewska ,

Ziwei Ji ,

Benigno Uria ,

Daniel De Freitas ,

Paul Barham ,

Lauren Beltrone ,

Víctor Campos ,

Jun Yan ,

Neel Kovelamudi ,

Arthur Nguyen ,

Elinor Davies ,

Zhichun Wu ,

Zoltan Egyed ,

Kristina Toutanova ,

Nithya Attaluri ,

Hongliang Fei ,

Peter Stys ,

Siddhartha Brahma ,

Martin Izzard ,

Siva Velusamy ,

Scott Lundberg ,

Vincent Zhuang ,

Kevin Sequeira ,

Adam Santoro ,

Ehsan Amid ,

Ophir Aharoni ,

Shuai Ye ,

Mukund Sundararajan ,

Lijun Yu ,

Yu-Cheng Ling ,

Stephen Spencer ,

Hugo Song ,

Josip Djolonga ,

Christo Kirov ,

Sonal Gupta ,

Alessandro Bissacco ,

Clemens Meyer ,

Mukul Bhutani ,

Andrew Dai ,

Weiyi Wang ,

Siqi Liu ,

Ashwin Sreevatsa ,

Qijun Tan ,

Maria Wang ,

Lucy Kim ,

Yicheng Wang ,

Alex Irpan ,

Yang Xiao ,

Stanislav Fort ,

Yifan He ,

Alex Gurney ,

Bryan Gale ,

Yue Ma ,

Monica Roy ,

Viorica Patraucean ,

Taylan Bilal ,

Golnaz Ghiasi ,

Anahita Hosseini ,

Melvin Johnson ,

Zhuowan Li ,

Yi Tay ,

Benjamin Beyret ,

Katie Millican ,

Josef Broder ,

Mayank Lunayach ,

Danny Swisher ,

Eugen Vušak ,

David Parkinson ,

MH Tessler ,

Adi Mayrav Gilady ,

Richard Song ,

Allan Dafoe ,

Yves Raimond ,

Masa Yamaguchi ,

Itay Karo ,

Elizabeth Nielsen ,

Kevin Kilgour ,

Mike Dusenberry ,

Rajiv Mathews ,

Jiho Choi ,

Siyuan Qiao ,

Harsh Mehta ,

Sahitya Potluri ,

Chris Knutsen ,

Jialu Liu ,

Tat Tan ,

Kuntal Sengupta ,

Keerthana Gopalakrishnan ,

Abodunrinwa Toki ,

Mencher Chiang ,

Mike Burrows ,

Grace Vesom ,

Zafarali Ahmed ,

Ilia Labzovsky ,

Siddharth Vashishtha ,

Preeti Singh ,

Ankur Sharma ,

Ada Ma ,

Jinyu Xie ,

Pranav Talluri ,

Hannah Forbes-Pollard ,

Aarush Selvan ,

Joel Wee ,

Loic Matthey ,

Tom Funkhouser ,

Parthasarathy Gopavarapu ,

Lev Proleev ,

Cheng Li ,

Matt Thomas ,

Kashyap Kolipaka ,

Zhipeng Jia ,

Ashwin Kakarla ,

Srinivas Sunkara ,

Joan Puigcerver ,

Suraj Satishkumar Sheth ,

Emily Graves ,

Chen Wang ,

Sadh MNM Khan ,

Kai Kang ,

Shyamal Buch ,

Fred Zhang ,

Omkar Savant ,

David Soergel ,

Kevin Lee ,

Linda Friso ,

Xuanyi Dong ,

Rahul Arya ,

Shreyas Chandrakaladharan ,

Connor Schenck ,

Greg Billock ,

Tejas Iyer ,

Anton Bakalov ,

Leslie Baker ,

Alex Ruiz ,

Angad Chandorkar ,

Trieu Trinh ,

Matt Miecnikowski ,

Yanqi Zhou ,

Yangsibo Huang ,

Jiazhong Nie ,

Ali Shah ,

Ashish Thapliyal ,

Sam Haves ,

Lun Wang ,

Uri Shaham ,

Patrick Morris-Suzuki ,

Soroush Radpour ,

Leonard Berrada ,

Thomas Strohmann ,

Chaochao Yan ,

Jingwei Shen ,

Sonam Goenka ,

Tris Warkentin ,

Petar Dević ,

Dan Belov ,

Albert Webson ,

Madhavi Yenugula ,

Puranjay Datta ,

Jerry Chang ,

Nimesh Ghelani ,

Aviral Kumar ,

Vincent Perot ,

Jessica Lo ,

Yang Song ,

Herman Schmit ,

Jianmin Chen ,

Vasilisa Bashlovkina ,

Xiaoyue Pan ,

Diana Mincu ,

Paul Roit ,

Isabel Edkins ,

Andy Davis ,

Yujia Li ,

Ben Horn ,

Xinjian Li ,

Pradeep Kumar S ,

Eric Doi ,

Wanzheng Zhu ,

Sri Gayatri Sundara Padmanabhan ,

Siddharth Verma ,

Jasmine Liu ,

Heng Chen ,

Mihajlo Velimirović ,

Malcolm Reynolds ,

Priyanka Agrawal ,

Nick Sukhanov ,

Abhinit Modi ,

Siddharth Goyal ,

John Palowitch ,

Nima Khajehnouri ,

Wing Lowe ,

David Klinghoffer ,

Sharon Silver ,

Vinh Tran ,

Candice Schumann ,

Francesco Piccinno ,

Xi Liu ,

Mario Lučić ,

Xiaochen Yang ,

Sandeep Kumar ,

Ajay Kannan ,

Ragha Kotikalapudi ,

Mudit Bansal ,

Fabian Fuchs ,

Mohammad Javad Hosseini ,

Abdelrahman Abdelhamed ,

Dawn Bloxwich ,

Tianhe Yu ,

Ruoxin Sang ,

Gregory Thornton ,

Karan Gill ,

Yuchi Liu ,

Virat Shejwalkar ,

Jason Lin ,

Zhipeng Yan ,

Kehang Han ,

Thomas Buschmann ,

Michael Pliskin ,

Zhi Xing ,

Susheel Tatineni ,

Junlin Zhang ,

Sissie Hsiao ,

Gavin Buttimore ,

Marcus Wu ,

Zefei Li ,

Geza Kovacs ,

Legg Yeung ,

Tao Huang ,

Aaron Cohen ,

Bethanie Brownfield ,

Averi Nowak ,

Mikel Rodriguez ,

Tianze Shi ,

Hado van Hasselt ,

Kevin Cen ,

Deepanway Ghoshal ,

Kushal Majmundar ,

Weiren Yu ,

Warren ,

Chen ,

Danila Sinopalnikov ,

Hao Zhang ,

Vlado Galić ,

Di Lu ,

Zeyu Zheng ,

Maggie Song ,

Gary Wang ,

Gui Citovsky ,

Swapnil Gawde ,

Isaac Galatzer-Levy ,

David Silver ,

Ivana Balazevic ,

Dipanjan Das ,

Kingshuk Majumder ,

Yale Cong ,

Praneet Dutta ,

Dustin Tran ,

Hui Wan ,

Junwei Yuan ,

Daniel Eppens ,

Alanna Walton ,

Been Kim ,

Harry Ragan ,

James Cobon-Kerr ,

Lu Liu ,

Weijun Wang ,

Bryce Petrini ,

Jack Rae ,

Rakesh Shivanna ,

Yan Xiong ,

Chace Lee ,

Pauline Coquinot ,

Yiming Gu ,

Lisa Patel ,

Blake Hechtman ,

Aviel Boag ,

Orion Jankowski ,

Alex Wertheim ,

Alex Lee ,

Paul Covington ,

Hila Noga ,

Sam Sobell ,

Shanthal Vasanth ,

William Bono ,

Chirag Nagpal ,

Wei Fan ,

Xavier Garcia ,

Kedar Soparkar ,

Aybuke Turker ,

Nathan Howard ,

Sachit Menon ,

Yuankai Chen ,

Vikas Verma ,

Vladimir Pchelin ,

Harish Rajamani ,

Valentin Dalibard ,

Ana Ramalho ,

Yang Guo ,

Kartikeya Badola ,

Seojin Bang ,

Nathalie Rauschmayr ,

Julia Proskurnia ,

Sudeep Dasari ,

Xinyun Chen ,

Mikhail Sushkov ,

Anja Hauth ,

Pauline Sho ,

Abhinav Singh ,

Bilva Chandra ,

Allie Culp ,

Max Dylla ,

Olivier Bachem ,

James Besley ,

Heri Zhao ,

Timothy Lillicrap ,

Wei Wei ,

Wael Al Jishi ,

Ning Niu ,

Alban Rrustemi ,

Raphaël Lopez Kaufman ,

Ryan Poplin ,

Jewel Zhao ,

Minh Truong ,

Shikhar Bharadwaj ,

Ester Hlavnova ,

Eli Stickgold ,

Cordelia Schmid ,

Georgi Stephanov ,

Zhaoqi Leng ,

Frederick Liu ,

Léonard Hussenot ,

Shenil Dodhia ,

Juliana Vicente Franco ,

Lesley Katzen ,

Abhanshu Sharma ,

Sarah Cogan ,

Zuguang Yang ,

Aniket Ray ,

Sergi Caelles ,

Shen Yan ,

Ravin Kumar ,

Daniel Gillick ,

Renee Wong ,

Joshua Ainslie ,

Jonathan Hoech ,

Séb Arnold ,

Dan Abolafia ,

Anca Dragan ,

Ben Hora ,

Grace Hu ,

Alexey Guseynov ,

Yang Lu ,

Chas Leichner ,

Jinmeng Rao ,

Abhimanyu Goyal ,

Nagabhushan Baddi ,

Daniel Hernandez Diaz ,

Tim McConnell ,

Max Bain ,

Jake Abernethy ,

Qiqi Yan ,

Rylan Schaeffer ,

Paul Vicol ,

Will Thompson ,

Montse Gonzalez Arenas ,

Mathias Bellaiche ,

Pablo Barrio ,

Stefan Zinke ,

Riccardo Patana ,

Pulkit Mehta ,

JK Kearns ,

Avraham Ruderman ,

Scott Pollom ,

David D'Ambrosio ,

Cath Hope ,

Yang Yu ,

Andrea Gesmundo ,

Kuang-Huei Lee ,

Aviv Rosenberg ,

Yiqian Zhou ,

Yaoyiran Li ,

Drew Garmon ,

Yonghui Wu ,

Safeen Huda ,

Gil Fidel ,

Martin Baeuml ,

Jian Li ,

Phoebe Kirk ,

Rhys May ,

Tao Tu ,

Sara Mc Carthy ,

Toshiyuki Fukuzawa ,

Miranda Aperghis ,

Chih-Kuan Yeh ,

Toshihiro Yoshino ,

Bo Li ,

Austin Myers ,

Kaisheng Yao ,

Ben Limonchik ,

Changwan Ryu ,

Rohun Saxena ,

Alex Goldin ,

Ruizhe Zhao ,

Rocky Rhodes ,

Tao Zhu ,

Divya Tyam ,

Heidi Howard ,

Nathan Byrd ,

Hongxu Ma ,

Yan Wu ,

Ryan Mullins ,

Qingze Wang ,

Aida Amini ,

Sebastien Baur ,

Yiran Mao ,

Subhashini Venugopalan ,

Will Song ,

Wen Ding ,

Paul Collins ,

Sashank Reddi ,

Megan Shum ,

Andrei Rusu ,

Luisa Zintgraf ,

Kelvin Chan ,

Sheela Goenka ,

Mathieu Blondel ,

Michael Collins ,

Renke Pan ,

Marissa Giustina ,

Nikolai Chinaev ,

Christian Schuler ,

Ce Zheng ,

Jonas Valfridsson ,

Alyssa Loo ,

Alex Yakubovich ,

Jamie Smith ,

Tao Jiang ,

Rich Munoz ,

Gabriel Barcik ,

Rishabh Bansal ,

Mingyao Yang ,

Yilun Du ,

Pablo Duque ,

Mary Phuong ,

Alexandra Belias ,

Kunal Lad ,

Zeyu Liu ,

Tal Schuster ,

Karthik Duddu ,

Jieru Hu ,

Paige Kunkle ,

Matthew Watson ,

Jackson Tolins ,

Josh Smith ,

Denis Teplyashin ,

Garrett Bingham ,

Marvin Ritter ,

Marco Andreetto ,

Divya Pitta ,

Mohak Patel ,

Shashank Viswanadha ,

Trevor Strohman ,

Catalin Ionescu ,

Jincheng Luo ,

Yogesh Kalley ,

Jeremy Wiesner ,

Dan Deutsch ,

Derek Lockhart ,

Peter Choy ,

Rumen Dangovski ,

Chawin Sitawarin ,

Cat Graves ,

Tanya Lando ,

Joost van Amersfoort ,

Ndidi Elue ,

Zhouyuan Huo ,

Pooya Moradi ,

Jean Tarbouriech ,

Henryk Michalewski ,

Wenting Ye ,

Eunyoung Kim ,

Alex Druinsky ,

Florent Altché ,

Xinyi Chen ,

Artur Dwornik ,

Da-Cheng Juan ,

Rivka Moroshko ,

Horia Toma ,

Jarrod Kahn ,

Hai Qian ,

Maximilian Sieb ,

Irene Cai ,

Roman Goldenberg ,

Praneeth Netrapalli ,

Sindhu Raghuram ,

Yuan Gong ,

Lijie Fan ,

Evan Palmer ,

Yossi Matias ,

Valentin Gabeur ,

Shreya Pathak ,

Tom Ouyang ,

Don Metzler ,

Geoff Bacon ,

Srinivasan Venkatachary ,

Sridhar Thiagarajan ,

Alex Cullum ,

Eran Ofek ,

Vytenis Sakenas ,

Mohamed Hammad ,

Cesar Magalhaes ,

Mayank Daswani ,

Oscar Chang ,

Ashok Popat ,

Ruichao Li ,

Komal Jalan ,

Yanhan Hou ,

Josh Lipschultz ,

Antoine He ,

Wenhao Jia ,

Pier Giuseppe Sessa ,

Prateek Kolhar ,

William Wong ,

Sumeet Singh ,

Lukas Haas ,

Jay Whang ,

Hanna Klimczak-Plucińska ,

Georges Rotival ,

Grace Chung ,

Yiqing Hua ,

Anfal Siddiqui ,

Nicolas Serrano ,

Dongkai Chen ,

Billy Porter ,

Libin Bai ,

Keshav Shivam ,

Sho Arora ,

Partha Talukdar ,

Tom Cobley ,

Sangnie Bhardwaj ,

Evgeny Gladchenko ,

Simon Green ,

Kelvin Guu ,

Felix Fischer ,

Xiao Wu ,

Eric Wang ,

Achintya Singhal ,

Tatiana Matejovicova ,

James Martens ,

Hongji Li ,

Roma Patel ,

Elizabeth Kemp ,

Jiaqi Pan ,

Lily Wang ,

Blake JianHang Chen ,

Jean-Baptiste Alayrac ,

Navneet Potti ,

Erika Gemzer ,

Eugene Ie ,

Kay McKinney ,

Takaaki Saeki ,

Edward Chou ,

Pascal Lamblin ,

SQ Mah ,

Zach Fisher ,

Martin Chadwick ,

Jon Stritar ,

Obaid Sarvana ,

Andrew Hogue ,

Artem Shtefan ,

Hadi Hashemi ,

Yang Xu ,

Jindong Gu ,

Sharad Vikram ,

Chung-Ching Chang ,

Sabela Ramos ,

Logan Kilpatrick ,

Weijuan Xi ,

Jenny Brennan ,

Yinghao Sun ,

Abhishek Jindal ,

Ionel Gog ,

Dawn Chen ,

Felix Wu ,

Jason Lee ,

Sudhindra Kopalle ,

Srinadh Bhojanapalli ,

Oriol Vinyals ,

Natan Potikha ,

Burcu Karagol Ayan ,

Yuan Yuan ,

Michael Riley ,

Piotr Stanczyk ,

Sergey Kishchenko ,

Bing Wang ,

Dan Garrette ,

Antoine Yang ,

Vlad Feinberg ,

CJ Carey ,

Javad Azizi ,

Viral Shah ,

Erica Moreira ,

Chongyang Shi ,

Josh Feldman ,

Elizabeth Salesky ,

Thomas Lampe ,

Aneesh Pappu ,

Duhyeon Kim ,

Jonas Adler ,

Avi Caciularu ,

Brian Walker ,

Yunhan Xu ,

Yochai Blau ,

Dylan Scandinaro ,

Terry Huang ,

Sam El-Husseini ,

Abhishek Sinha ,

Lijie Ren ,

Taylor Tobin ,

Patrik Sundberg ,

Tim Sohn ,

Vikas Yadav ,

Mimi Ly ,

Emily Xue ,

Jing Xiong ,

Afzal Shama Soudagar ,

Sneha Mondal ,

Nikhil Khadke ,

Qingchun Ren ,

Ben Vargas ,

Stan Bileschi ,

Sarah Chakera ,

Cindy Wang ,

Boyu Wang ,

Yoni Halpern ,

Joe Jiang ,

Vikas Sindhwani ,

Petre Petrov ,

Pranavaraj Ponnuramu ,

Sanket Vaibhav Mehta ,

Yu Watanabe ,

Betty Chan ,

Matheus Wisniewski ,

Trang Pham ,

Jingwei Zhang ,

Conglong Li ,

Dario de Cesare ,

Art Khurshudov ,

Alex Vasiloff ,

Melissa Tan ,

Zoe Ashwood ,

Bobak Shahriari ,

Maryam Majzoubi ,

Garrett Tanzer ,

Olga Kozlova ,

Robin Alazard ,

James Lee-Thorp ,

Nguyet Minh Phu ,

Isaac Tian ,

Junwhan Ahn ,

Andy Crawford ,

Lauren Lax ,

Yuan Shangguan ,

Iftekhar Naim ,

David Ross ,

Oleksandr Ferludin ,

Tongfei Guo ,

Andrea Banino ,

Hubert Soyer ,

Xiaoen Ju ,

Dominika Rogozińska ,

Ishaan Malhi ,

Marcella Valentine ,

Daniel Balle ,

Apoorv Kulshreshtha ,

Maciej Kula ,

Yiwen Song ,

Sophia Austin ,

John Schultz ,

Roy Hirsch ,

Arthur Douillard ,

Apoorv Reddy ,

Michael Fink ,

Summer Yue ,

Khyatti Gupta ,

Adam Zhang ,

Norman Rink ,

Daniel McDuff ,

Lei Meng ,

András György ,

Yasaman Razeghi ,

Ricky Liang ,

Kazuki Osawa ,

Aviel Atias ,

Matan Eyal ,

Tyrone Hill ,

Nikolai Grigorev ,

Zhengdong Wang ,

Nitish Kulkarni ,

Rachel Soh ,

Ivan Lobov ,

Zachary Charles ,

Sid Lall ,

Kazuma Hashimoto ,

Ido Kessler ,

Victor Gomes ,

Zelda Mariet ,

Danny Driess ,

Alessandro Agostini ,

Canfer Akbulut ,

Jingcao Hu ,

Marissa Ikonomidis ,

Emily Caveness ,

Kartik Audhkhasi ,

Saurabh Agrawal ,

Ioana Bica ,

Evan Senter ,

Jayaram Mudigonda ,

Kelly Chen ,

Jingchen Ye ,

Xuanhui Wang ,

James Svensson ,

Philipp Fränken ,

Josh Newlan ,

Li Lao ,

Eva Schnider ,

Sami Alabed ,

Joseph Kready ,

Jesse Emond ,

Afief Halumi ,

Tim Zaman ,

Chengxi Ye ,

Naina Raisinghani ,

Vilobh Meshram ,

Bo Chang ,

Ankit Singh Rawat ,

Axel Stjerngren ,

Sergey Levi ,

Rui Wang ,

Xiangzhu Long ,

Mitchelle Rasquinha ,

Steven Hand ,

Aditi Mavalankar ,

Lauren Agubuzu ,

Sudeshna Roy ,

Junquan Chen ,

Jarek Wilkiewicz ,

Hao Zhou ,

Michal Jastrzebski ,

Qiong Hu ,

Agustin Dal Lago ,

Ramya Sree Boppana ,

Wei-Jen Ko ,

Jennifer Prendki ,

Yao Su ,

Zhi Li ,

Eliza Rutherford ,

Girish Ramchandra Rao ,

Ramona Comanescu ,

Adrià Puigdomènech ,

Qihang Chen ,

Dessie Petrova ,

Christine Chan ,

Vedrana Milutinovic ,

Felipe Tiengo Ferreira ,

Chin-Yi Cheng ,

Ming Zhang ,

Tapomay Dey ,

Sherry Yang ,

Ramesh Sampath ,

Quoc Le ,

Howard Zhou ,

Chu-Cheng Lin ,

Hoi Lam ,

Christine Kaeser-Chen ,

Kai Hui ,

Dean Hirsch ,

Tom Eccles ,

Basil Mustafa ,

Shruti Rijhwani ,

Morgane Rivière ,

Yuanzhong Xu ,

Junjie Wang ,

Xinyang Geng ,

Xiance Si ,

Arjun Khare ,

Cheolmin Kim ,

Vahab Mirrokni ,

Kamyu Lee ,

Khuslen Baatarsukh ,

Nathaniel Braun ,

Lisa Wang ,

Pallavi LV ,

Richard Tanburn ,

Yuvein ,

Zhu ,

Fangda Li ,

Setareh Ariafar ,

Dan Goldberg ,

Ken Burke ,

Daniil Mirylenka ,

Meiqi Guo ,

Olaf Ronneberger ,

Hadas Natalie Vogel ,

Liqun Cheng ,

Nishita Shetty ,

Johnson Jia ,

Thomas Jimma ,

Corey Fry ,

Ted Xiao ,

Martin Sundermeyer ,

Ryan Burnell ,

Yannis Assael ,

Mario Pinto ,

JD Chen ,

Rohit Sathyanarayana ,

Donghyun Cho ,

Jing Lu ,

Rishabh Agarwal ,

Sugato Basu ,

Lucas Gonzalez ,

Dhruv Shah ,

Meng Wei ,

Dre Mahaarachchi ,

Rohan Agrawal ,

Tero Rissa ,

Yani Donchev ,

Ramiro Leal-Cavazos ,

Adrian Hutter ,

Markus Mircea ,

Alon Jacovi ,

Faruk Ahmed ,

Jiageng Zhang ,

Shuguang Hu ,

Bo-Juen Chen ,

Jonni Kanerva ,

Guillaume Desjardins ,

Andrew Lee ,

Nikos Parotsidis ,

Asier Mujika ,

Tobias Weyand ,

Jasper Snoek ,

Jo Chick ,

Kai Chen ,

Paul Chang ,

Ethan Mahintorabi ,

Zi Wang ,

Tolly Powell ,

Orgad Keller ,

Abhirut Gupta ,

Claire Sha ,

Kanav Garg ,

Nicolas Heess ,

Ágoston Weisz ,

Cassidy Hardin ,

Bartek Wydrowski ,

Ben Coleman ,

Karina Zainullina ,

Pankaj Joshi ,

Alessandro Epasto ,

Terry Spitz ,

Binbin Xiong ,

Kai Zhao ,

Arseniy Klimovskiy ,

Ivy Zheng ,

Johan Ferret ,

Itay Yona ,

Waleed Khawaja ,

Jean-Baptiste Lespiau ,

Maxim Krikun ,

Siamak Shakeri ,

Timothee Cour ,

Bonnie Li ,

Igor Krivokon ,

Dan Suh ,

Alex Hofer ,

Jad Al Abdallah ,

Nikita Putikhin ,

Oscar Akerlund ,

Silvio Lattanzi ,

Anurag Kumar ,

Shane Settle ,

Himanshu Srivastava ,

Folawiyo Campbell-Ajala ,

Edouard Rosseel ,

Mihai Dorin Istin ,

Nishanth Dikkala ,

Anand Rao ,

Nick Young ,

Kate Lin ,

Dhruva Bhaswar ,

Yiming Wang ,

Jaume Sanchez Elias ,

Kritika Muralidharan ,

James Keeling ,

Dayou Du ,

Siddharth Gopal ,

Gregory Dibb ,

Charles Blundell ,

Manolis Delakis ,

Jacky Liang ,

Marco Tulio Ribeiro ,

Georgi Karadzhov ,

Guillermo Garrido ,

Ankur Bapna ,

Jiawei Cao ,

Adam Sadovsky ,

Pouya Tafti ,

Arthur Guez ,

Coline Devin ,

Yixian Di ,

Jinwei Xing ,

Chuqiao ,

Xu ,

Hanzhao Lin ,

Chun-Te Chu ,

Sameera Ponda ,

Wesley Helmholz ,

Fan Yang ,

Yue Gao ,

Sara Javanmardi ,

Wael Farhan ,

Alex Ramirez ,

Ricardo Figueira ,

Khe Chai Sim ,

Yuval Bahat ,

Ashwin Vaswani ,

Liangzhe Yuan ,

Gufeng Zhang ,

Leland Rechis ,

Hanjun Dai ,

Tayo Oguntebi ,

Alexandra Cordell ,

Eugénie Rives ,

Kaan Tekelioglu ,

Naveen Kumar ,

Bing Zhang ,

Aurick Zhou ,

Nikolay Savinov ,

Andrew Leach ,

Alex Tudor ,

Sanjay Ganapathy ,

Yanyan Zheng ,

Mirko Rossini ,

Vera Axelrod ,

Arnaud Autef ,

Yukun Zhu ,

Zheng Zheng ,

Mingda Zhang ,

Baochen Sun ,

Jie Ren ,

Nenad Tomasev ,

Nithish Kannen ,

Amer Sinha ,

Charles Chen ,

Louis O'Bryan ,

Alex Pak ,

Aditya Kusupati ,

Weel Yang ,

Deepak Ramachandran ,

Patrick Griffin ,

Seokhwan Kim ,

Philipp Neubeck ,

Craig Schiff ,

Tammo Spalink ,

Mingyang Ling ,

Arun Nair ,

Ga-Young Joung ,

Linda Deng ,

Avishkar Bhoopchand ,

Lora Aroyo ,

Tom Duerig ,

Jordan Griffith ,

Gabe Barth-Maron ,

Jake Ades ,

Alex Haig ,

Ankur Taly ,

Yunting Song ,

Paul Michel ,

Dave Orr ,

Dean Weesner ,

Corentin Tallec ,

Carrie Grimes Bostock ,

Paul Niemczyk ,

Andy Twigg ,

Mudit Verma ,

Rohith Vallu ,

Henry Wang ,

Marco Gelmi ,

Kiranbir Sodhia ,

Aleksandr Chuklin ,

Omer Goldman ,

Jasmine George ,

Liang Bai ,

Kelvin Zhang ,

Petar Sirkovic ,

Efrat Nehoran ,

Golan Pundak ,

Jiaqi Mu ,

Alice Chen ,

Alex Greve ,

Paulo Zacchello ,

David Amos ,

Heming Ge ,

Eric Noland ,

Colton Bishop ,

Jeffrey Dudek ,

Youhei Namiki ,

Elena Buchatskaya ,

Jing Li ,

Dorsa Sadigh ,

Masha Samsikova ,

Dan Malkin ,

Damien Vincent ,

Robert David ,

Rob Willoughby ,

Phoenix Meadowlark ,

Shawn Gao ,

Yan Li ,

Raj Apte ,

Amit Jhindal ,

Stein Xudong Lin ,

Alex Polozov ,

Zhicheng Wang ,

Tomas Mery ,

Anirudh GP ,

Varun Yerram ,

Sage Stevens ,

Tianqi Liu ,

Noah Fiedel ,

Charles Sutton ,

Matthew Johnson ,

Xiaodan Song ,

Kate Baumli ,

Nir Shabat ,

Muqthar Mohammad ,

Hao Liu ,

Marco Selvi ,

Yichao Zhou ,

Mehdi Hafezi Manshadi ,

Chu-ling Ko ,

Anthony Chen ,

Michael Bendersky ,

Jorge Gonzalez Mendez ,

Nisarg Kothari ,

Amir Zandieh ,

Yiling Huang ,

Daniel Andor ,

Ellie Pavlick ,

Idan Brusilovsky ,

Jitendra Harlalka ,

Sally Goldman ,

Andrew Lampinen ,

Guowang Li ,

Asahi Ushio ,

Somit Gupta ,

Lei Zhang ,

Chuyuan Kelly Fu ,

Madhavi Sewak ,

Timo Denk ,

Jed Borovik ,

Brendan Jou ,

Avital Zipori ,

Prateek Jain ,

Junwen Bai ,

Thang Luong ,

Jonathan Tompson ,

Alice Li ,

Li Liu ,

George Powell ,

Jiajun Shen ,

Alex Feng ,

Grishma Chole ,

Da Yu ,

Yinlam Chow ,

Tongxin Yin ,

Eric Malmi ,

Kefan Xiao ,

Yash Pande ,

Shachi Paul ,

Niccolò Dal Santo ,

Adil Dostmohamed ,

Sergio Guadarrama ,

Aaron Phillips ,

Thanumalayan Sankaranarayana Pillai ,

Gal Yona ,

Amin Ghafouri ,

Preethi Lahoti ,

Benjamin Lee ,

Dhruv Madeka ,

Eren Sezener ,

Simon Tokumine ,

Adrian Collister ,

Nicola De Cao ,

Richard Shin ,

Uday Kalra ,

Parker Beak ,

Emily Nottage ,

Ryo Nakashima ,

Ivan Jurin ,

Vikash Sehwag ,

Meenu Gaba ,

Junhao Zeng ,

Kevin R. McKee ,

Fernando Pereira ,

Tamar Yakar ,

Amayika Panda ,

Arka Dhar ,

Peilin Zhong ,

Daniel Sohn ,

Mark Brand ,

Lars Lowe Sjoesund ,

Viral Carpenter ,

Sharon Lin ,

Shantanu Thakoor ,

Marcus Wainwright ,

Ashwin Chaugule ,

Pranesh Srinivasan ,

Muye Zhu ,

Bernett Orlando ,

Jack Weber ,

Ayzaan Wahid ,

Gilles Baechler ,

Apurv Suman ,

Jovana Mitrović ,

Gabe Taubman ,

Honglin Yu ,

Helen King ,

Josh Dillon ,

Cathy Yip ,

Dhriti Varma ,

Tomas Izo ,

Levent Bolelli ,

Borja De Balle Pigem ,

Julia Di Trapani ,

Fotis Iliopoulos ,

Adam Paszke ,

Nishant Ranka ,

Joe Zou ,

Francesco Pongetti ,

Jed McGiffin ,

Alex Siegman ,

Rich Galt ,

Ross Hemsley ,

Goran Žužić ,

Victor Carbune ,

Tao Li ,

Myle Ott ,

Félix de Chaumont Quitry ,

David Vilar Torres ,

Yuri Chervonyi ,

Tomy Tsai ,

Prem Eruvbetine ,

Samuel Yang ,

Matthew Denton ,

Jake Walker ,

Slavica Andačić ,

Idan Heimlich Shtacher ,

Vittal Premachandran ,

Harshal Tushar Lehri ,

Cip Baetu ,

Damion Yates ,

Lampros Lamprou ,

Mariko Iinuma ,

Ioana Mihailescu ,

Ben Albrecht ,

Shachi Dave ,

Susie Sargsyan ,

Bryan Perozzi ,

Lucas Manning ,

Chiyuan Zhang ,

Denis Vnukov ,

Igor Mordatch ,

Raia Hadsell Wolfgang Macherey ,

Ryan Kappedal ,

Jim Stephan ,

Aditya Tripathi ,

Klaus Macherey ,

Jun Qian ,

Abhishek Bhowmick ,

Shekoofeh Azizi ,

Rémi Leblond ,

Shiva Mohan Reddy Garlapati ,

Timothy Knight ,

Matthew Wiethoff ,

Wei-Chih Hung ,

Anelia Angelova ,

Georgios Evangelopoulos ,

Pawel Janus ,

Dimitris Paparas ,

Matthew Rahtz ,

Ken Caluwaerts ,

Vivek Sampathkumar ,

Daniel Jarrett ,

Shadi Noghabi ,

Antoine Miech ,

Chak Yeung ,

Geoff Clark ,

Henry Prior ,

Fei Zheng ,

Jean Pouget-Abadie ,

Indro Bhattacharya ,

Kalpesh Krishna ,

Will Bishop ,

Zhe Yuan ,

Yunxiao Deng ,

Ashutosh Sathe ,

Kacper Krasowiak ,

Ciprian Chelba ,

Cho-Jui Hsieh ,

Kiran Vodrahalli ,

Buhuang Liu ,

Thomas Köppe ,

Amr Khalifa ,

Lubo Litchev ,

Pichi Charoenpanit ,

Reed Roberts ,

Sachin Yadav ,

Yasumasa Onoe ,

Desi Ivanov ,

Megha Mohabey ,

Vighnesh Birodkar ,

Nemanja Rakićević ,

Pierre Sermanet ,

Vaibhav Mehta ,

Krishan Subudhi ,

Travis Choma ,

Will Ng ,

Luheng He ,

Kathie Wang ,

Tasos Kementsietsidis ,

Shane Gu ,

Mansi Gupta ,

Andrew Nystrom ,

Mehran Kazemi ,

Timothy Chung ,

Nacho Cano ,

Nikhil Dhawan ,

Yufei Wang ,

Jiawei Xia ,

Trevor Yacovone ,

Eric Jia ,

Mingqing Chen ,

Simeon Ivanov ,

Ashrith Sheshan ,

Sid Dalmia ,

Paweł Stradomski ,

Pengcheng Yin ,

Salem Haykal ,

Congchao Wang ,

Dennis Duan ,

Neslihan Bulut ,

Greg Kochanski ,

Liam MacDermed ,

Namrata Godbole ,

Shitao Weng ,

Jingjing Chen ,

Rachana Fellinger ,

Ramin Mehran ,

Daniel Suo ,

Hisham Husain ,

Tong He ,

Kaushal Patel ,

Joshua Howland ,

Randall Parker ,

Kelvin Nguyen ,

Sharath Maddineni ,

Chris Rawles ,

Mina Khan ,

Shlomi Cohen-Ganor ,

Amol Mandhane ,

Xinyi Wu ,

Chenkai Kuang ,

Iulia Comşa ,

Ramya Ganeshan ,

Hanie Sedghi ,

Adam Bloniarz ,

Nuo Wang Pierse ,

Anton Briukhov ,

Petr Mitrichev ,

Anita Gergely ,

Serena Zhan ,

Allan Zhou ,

Nikita Saxena ,

Eva Lu ,

Josef Dean ,

Ashish Gupta ,

Nicolas Perez-Nieves ,

Renjie Wu ,

Cory McLean ,

Wei Liang ,

Disha Jindal ,

Anton Tsitsulin ,

Wenhao Yu ,

Kaiz Alarakyia ,

Tom Schaul ,

Piyush Patil ,

Peter Sung ,

Elijah Peake ,

Hongkun Yu ,

Feryal Behbahani ,

JD Co-Reyes ,

Alan Ansell ,

Sean Sun ,

Clara Barbu ,

Jonathan Lee ,

Seb Noury ,

James Allingham ,

Bilal Piot ,

Mohit Sharma ,

Christopher Yew ,

Ivan Korotkov ,

Bibo Xu ,

Demetra Brady ,

Goran Petrovic ,

Shibl Mourad ,

Claire Cui ,

Aditya Gupta ,

Parker Schuh ,

Saarthak Khanna ,

Anna Goldie ,

Abhinav Arora ,

Vadim Zubov ,

Amy Stuart ,

Mark Epstein ,

Yun Zhu ,

Jianqiao Liu ,

Yury Stuken ,

Ziyue Wang ,

Karolis Misiunas ,

Dee Guo ,

Ashleah Gill ,

Ale Hartman ,

Zaid Nabulsi ,

Aurko Roy ,

Aleksandra Faust ,

Jason Riesa ,

Ben Withbroe ,

Mengchao Wang ,

Marco Tagliasacchi ,

Andreea Marzoca ,

James Noraky ,

Serge Toropov ,

Malika Mehrotra ,

Bahram Raad ,

Sanja Deur ,

Steve Xu ,

Marianne Monteiro ,

Zhongru Wu ,

Yi Luan ,

Sam Ritter ,

Nick Li ,

Håvard Garnes ,

Yanzhang He ,

Martin Zlocha ,

Jifan Zhu ,

Matteo Hessel ,

Will Wu ,

Spandana Raj Babbula ,

Chizu Kawamoto ,

Yuanzhen Li ,

Mehadi Hassen ,

Yan Wang ,

Brian Wieder ,

James Freedman ,

Yin Zhang ,

Xinyi Bai ,

Tianli Yu ,

David Reitter ,

XiangHai Sheng ,

Mateo Wirth ,

Aditya Kini ,

Dima Damen ,

Mingcen Gao ,

Rachel Hornung ,

Michael Voznesensky ,

Brian Roark ,

Adhi Kuncoro ,

Yuxiang Zhou ,

Rushin Shah ,

Anthony Brohan ,

Kuangyuan Chen ,

James Wendt ,

David Rim ,

Paul Kishan Rubenstein ,

Jonathan Halcrow ,

Michelle Liu ,

Ty Geri ,

Yunhsuan Sung ,

Jane Shapiro ,

Shaan Bijwadia ,

Chris Duvarney ,

Christina Sorokin ,

Paul Natsev ,

Reeve Ingle ,

Pramod Gupta ,

Young Maeng ,

Ndaba Ndebele ,

Kexin Zhu ,

Valentin Anklin ,

Katherine Lee ,

Yuan Liu ,

Yaroslav Akulov ,

Shaleen Gupta ,

Guolong Su ,

Flavien Prost ,

Tianlin Liu ,

Vitaly Kovalev ,

Pol Moreno ,

Martin Scholz ,

Sam Redmond ,

Zongwei Zhou ,

Alex Castro-Ros ,

André Susano Pinto ,

Dia Kharrat ,

Michal Yarom ,

Rachel Saputro ,

Jannis Bulian ,

Ben Caine ,

Ji Liu ,

Abbas Abdolmaleki ,

Shariq Iqbal ,

Tautvydas Misiunas ,

Mikhail Sirotenko ,

Shefali Garg ,

Guy Bensky ,

Huan Gui ,

Xuezhi Wang ,

Raphael Koster ,

Mike Bernico ,

Da Huang ,

Romal Thoppilan ,

Trevor Cohn ,

Ben Golan ,

Wenlei Zhou ,

Andrew Rosenberg ,

Markus Freitag ,

Tynan Gangwani ,

Vincent Tsang ,

Anand Shukla ,

Xiaoqi Ren ,

Minh Giang ,

Chi Zou ,

Andre Elisseeff ,

Charline Le Lan ,

Dheeru Dua ,

Shuba Lall ,

Pranav Shyam ,

Frankie Garcia ,

Sarah Nguyen ,

Michael Guzman ,

AJ Maschinot ,

Marcello Maggioni ,

Ming-Wei Chang ,

Karol Gregor ,

Lotte Weerts ,

Kumaran Venkatesan ,

Bogdan Damoc ,

Leon Liu ,

Jan Wassenberg ,

Lewis Ho ,

Becca Roelofs ,

Majid Hadian ,

François-Xavier Aubet ,

Yu Liang ,

Sami Lachgar ,

Danny Karmon ,

Yong Cheng ,

Amelio Vázquez-Reina ,

Angie Chen ,

Zhuyun Dai ,

Andy Brock ,

Shubham Agrawal ,

Chenxi Pang ,

Peter Garst ,

Mariella Sanchez-Vargas ,

Ivor Rendulic ,

Aditya Ayyar ,

Andrija Ražnatović ,

Olivia Ma ,

Roopali Vij ,

Neha Sharma ,

Ashwin Balakrishna ,

Bingyuan Liu ,

Ian Mackinnon ,

Sorin Baltateanu ,

Petra Poklukar ,

Gabriel Ibagon ,

Colin Ji ,

Hongyang Jiao ,

Isaac Noble ,

Wojciech Stokowiec ,

Zhihao Li ,

Jeff Dean ,

David Lindner ,

Mark Omernick ,

Kristen Chiafullo ,

Mason Dimarco ,

Vitor Rodrigues ,

Vittorio Selo ,

Garrett Honke ,

Xintian ,

Wu ,

Wei He ,

Adam Hillier ,

Anhad Mohananey ,

Vihari Piratla ,

Chang Ye ,

Chase Malik ,

Sebastian Riedel ,

Samuel Albanie ,

Zi Yang ,

Kenny Vassigh ,

Maria Bauza ,

Sheng Li ,

Yiqing Tao ,

Nevan Wichers ,

Andrii Maksai ,

Abe Ittycheriah ,

Ross Mcilroy ,

Bryan Seybold ,

Noah Goodman ,

Romina Datta ,

Steven M. Hernandez ,

Tian Shi ,

Yony Kochinski ,

Anna Bulanova ,

Ken Franko ,

Mikita Sazanovich ,

Nicholas FitzGerald ,

Praneeth Kacham ,

Shubha Srinivas Raghvendra ,

Vincent Hellendoorn ,

Alexander Grushetsky ,

Julian Salazar ,

Angeliki Lazaridou ,

Jason Chang ,

Jan-Thorsten Peter ,

Sushant Kafle ,

Yann Dauphin ,

Abhishek Rao ,

Filippo Graziano ,

Izhak Shafran ,

Yuguo Liao ,

Tianli Ding ,

Geng Yan ,

Grace Chu ,

Zhao Fu ,

Vincent Roulet ,

Gabriel Rasskin ,

Duncan Williams ,

Shahar Drath ,

Alex Mossin ,

Raphael Hoffmann ,

Jordi Orbay ,

Francesco Bertolini ,

Hila Sheftel ,

Justin Chiu ,

Siyang Xue ,

Yuheng Kuang ,

Ferjad Naeem ,

Swaroop Nath ,

Nana Nti ,

Phil Culliton ,

Kashyap Krishnakumar ,

Michael Isard ,

Pei Sun ,

Ayan Chakrabarti ,

Nathan Clement ,

Regev Cohen ,

Arissa Wongpanich ,

GS Oh ,

Ashwin Murthy ,

Hao Zheng ,

Jessica Hamrick ,

Oskar Bunyan ,

Suhas Ganesh ,

Nitish Gupta ,

Roy Frostig ,

John Wieting ,

Yury Malkov ,

Pierre Marcenac ,

Zhixin ,

Lai ,

Xiaodan Tang ,

Mohammad Saleh ,

Fedir Zubach ,

Chinmay Kulkarni ,

Huanjie Zhou ,

Vicky Zayats ,

Nan Ding ,

Anshuman Tripathi ,

Arijit Pramanik ,

Patrik Zochbauer ,

Harish Ganapathy ,

Vedant Misra ,

Zach Behrman ,

Hugo Vallet ,

Mingyang Zhang ,

Mukund Sridhar ,

Ye Jin ,

Mohammad Babaeizadeh ,

Siim Põder ,

Megha Goel ,

Divya Jain ,

Tajwar Nasir ,

Shubham Mittal ,

Tim Dozat ,

Diego Ardila ,

Aliaksei Severyn ,

Fabio Pardo ,

Sammy Jerome ,

Siyang Qin ,

Louis Rouillard ,

Amir Yazdanbakhsh ,

Zizhao Zhang ,

Shivani Agrawal ,

Kaushik Shivakumar ,

Caden Lu ,

Praveen Kallakuri ,

Rachita Chhaparia ,

Kanishka Rao ,

Charles Kwong ,

Asya Fadeeva ,

Shitij Nigam ,

Yan Virin ,

Yuan Zhang ,

Balaji Venkatraman ,

Beliz Gunel ,

Marc Wilson ,

Huiyu Wang ,

Abhinav Gupta ,

Xiaowei Xu ,

Adrien Ali Taïga ,

Kareem Mohamed ,

Doug Fritz ,

Daniel Rodriguez ,

Zoubin Ghahramani ,

Harry Askham ,

Lior Belenki ,

James Zhao ,

Rahul Gupta ,

Krzysztof Jastrzębski ,

Takahiro Kosakai ,

Kaan Katircioglu ,

Jon Schneider ,

Rina Panigrahy ,

Konstantinos Bousmalis ,

Peter Grabowski ,

Prajit Ramachandran ,

Chaitra Hegde ,

Mihaela Rosca ,

Angelo Scorza Scarpati ,

Kyriakos Axiotis ,

Ying Xu ,

Zach Gleicher ,

Assaf Hurwitz Michaely ,

Mandar Sharma ,

Sanil Jain ,

Christoph Hirnschall ,

Tal Marian ,

Xuhui Jia ,

Kevin Mather ,

Kilol Gupta ,

Linhai Qiu ,

Nigamaa Nayakanti ,

Lucian Ionita ,

Steven Zheng ,

Lucia Loher ,

Kurt Shuster ,

Igor Petrovski ,

Roshan Sharma ,

Rahma Chaabouni ,

Angel Yeh ,

James An ,

Arushi Gupta ,

Steven Schwarcz ,

Seher Ellis ,

Sam Conway-Rahman ,

Javier Snaider ,

Alex Zhai ,

James Atwood ,

Daniel Golovin ,

Liqian Peng ,

Te I ,

Vivian Xia ,

Salvatore Scellato ,

Mahan Malihi ,

Arthur Bražinskas ,

Vlad-Doru Ion ,

Younghoon Jun ,

James Swirhun ,

Soroosh Mariooryad ,

Jiao Sun ,

Steve Chien ,

Rey Coaguila ,

Ariel Brand ,

Yi Gao ,

Tom Kwiatkowski ,

Roee Aharoni ,

Cheng-Chun Lee ,

Mislav Žanić ,

Yichi Zhang ,

Dan Ethier ,

Vitaly Nikolaev ,

Pranav Nair ,

Yoav Ben Shalom ,

Hen Fitoussi ,

Jai Gupta ,

Hongbin Liu ,

Dee Cattle ,

Tolga Bolukbasi ,

Ben Murdoch ,

Fantine Huot ,

Yin Li ,

Chris Hahn ,

Urvashi Khandelwal ,

Frederik Benzing ,

Arthur Conmy ,

Andrey Simanovsky ,

Françoise Beaufays ,

Eugene Weinstein ,

Tongzhou Chen ,

Luke Leonhard ,

Bhuvana Ramabhadran

热度 5446

2025年07月07日

简介

在本报告中，我们介绍了 Gemini 2.X 系列模型：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 是目前我们能力最强的模型，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。除了卓越的编程和推理能力，Gemini 2.5 Pro 还是一种具备出色多模态理解能力的“思考型”模型，现在可以处理长达三小时的视频内容。其长上下文、多模态和推理能力的独特结合，能够支持全新的基于智能代理的工作流程。Gemini 2.5 Flash 则在计算资源和延迟要求大幅降低的情况下，仍具备出色的推理能力；而 Gemini 2.0 Flash 与 Flash-Lite 则在低延迟和低成本的前提下提供高性能表现。整体而言，Gemini 2.X 系列模型覆盖了模型能力与成本之间的完整帕累托前沿，使用户能够探索复杂智能代理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的多模态理解和推理问题，同时探索如何在模型能力、成本和效率之间取得平衡。这是一个持续受到关注的问题，尤其在如何构建能够处理长上下文、多模态数据并具备高效推理能力的模型方面，具有重要的实际意义。
关键思路

通过推出Gemini 2.X模型家族（包括Gemini 2.5 Pro、2.5 Flash、2.0 Flash和Flash-Lite），论文提出了一种覆盖模型能力与成本完整帕累托前沿的解决方案。Gemini 2.5 Pro具备超强的编码、推理和多模态理解能力，并支持长达3小时的视频处理；而Gemini 2.5 Flash及更早版本则在保持高性能的同时显著降低计算和延迟需求。这种系统化模型设计思路在当前研究中具有创新性。
其它亮点

{"Gemini 2.5 Pro在前沿编码和推理基准测试中达到SOTA水平，并支持长视频内容处理。","Gemini 2.5 Flash及以下版本在低延迟、低成本场景中表现出色。",实验设计覆盖了多种复杂任务，验证了模型家族在多模态理解、推理和长上下文处理方面的优势。,模型家族支持新型的“agentic”工作流，为复杂问题求解提供新路径。,未来可深入研究方向包括：模型压缩、多模态数据对齐优化、长上下文训练策略等。}
相关研究

{"Google DeepMind, \"Gemini: A Family of Multimodal Large Language Models\", 2023.","OpenAI, \"GPT-4 Technical Report\", 2023.","Meta AI, \"Llama 3: The Next Generation Open-Source Large Language Model\", 2024.","Microsoft Research, \"Phi-3: Small Language Models with Strong Reasoning Capabilities\", 2024.","Tsinghua University & DAMO Academy, \"Qwen-VL: A Versatile Vision-Language Model for Multimodal Tasks\", 2023."}

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