Outstanding Reviewers

Limin Wang Wei Hu Massimiliano Mancini Sanghyun Woo
Qifeng Weng Francois Rameau Mandela Patrick Shyamal Buch
Chengyue Gong Francesco Solera Sivabalan Manivasagam Siddharth Srivastava
Adrian Hilton Francois Bremond Petros Maragos Siddhartha Chaudhuri
Ankur Mali Zheng Lin Marco Korner Satoshi Ikehata
Aaron Sarna Fred Tung Marius Cordts Silvia Pintea
Aayush Bansal Simone Frintrop Mark Coates Silvio Giancola
Abir Das Franziska Mueller Mark Weber Simon Korman
Yazan Abu Farha Yasutaka Furukawa Mark Edmonds Simon Niklaus
Achal Dave Fuwen Tan Mark Sheinin Simone Bianco
Achuta Kadambi Gijs Dubbelman Soravit  Changpinyo Simone Calderara
Ali Dabouei Gabriela Csurka Marten van Dijk Sina Honari
Adam Harrison Juergen Gall Martin Humenberger Siqi Liu
Adarsh Kowdle Gaurav Bharaj Martin R. Oswald Soheil Kolouri
Aditya Arun Gaurav Mittal Martin Weinmann Simon Kornblith
Adrien Deliege Gaurav Aggarwal Peter Hall Sarah Hooper
Adrien Gaidon Gauri Jagatap Mateusz Kozinski Dmitriy Smirnov
Triantafyllos Afouras Gautam Pai Mateusz Malinowski Shiyu Song
Abel Gonzalez-Garcia Gabriel Bender Matthew Fisher Spandan Madan
Amirhossein Habibian Gabriel Schwartz Mathilde Caron Seonwook Park
Ali Hatamizadeh Genevieve Patterson Mathieu Serrurier Spyros Gidaris
Gaochang Wu Guido Gerig Hui Ji Santhosh Kumar Ramakrishnan
Angelica Aviles-Rivero Gernot Riegler Yusuke Matsui Sravanti Addepalli
Akshay Agarwal Soumya Ghosh Matt Leotta Steven Rennie
Alaa Maalouf Giorgos Tolias Matthias Kirchler Srikar Appalaraju
Samuel Albanie Giulia Fracastoro Matthias Kümmerer Srinath Sridhar
Alejandro Pardo Gjergji Kasneci Matthieu Cord Sirui Xie
Alessia Bertugli Roman Goldenberg Mattia Soldan Tamar Rott Shaham
Alessio Tonioni Gregory Slabaugh Maxwell Collins Stamatios Georgoulis
Alexandre Boulch Gaurav Sharma Zhanyu Ma Stephan Richter
Alexander D'Amour George Toderici Mohamed El Banani Stephane Lathuiliere
Alex Hernández Paul Guerrero Michael Brown Stergios Christodoulidis
Che-Tsung Lin Guilin Liu Mani Srivastava Steven McDonagh
Ali Diba Guillaume-Alexandre Bilodeau Mert Bulent Sariyildiz Subeesh Vasu
Ali Harakeh Guillermo Gallego Dahun Kim Bing Su
Ali Thabet Gunhee Kim Michal Drozdzal Yusuke Sugano
Osman Ulusoy Guodong Long Mehrtash Harandi Supasorn Suwajanakorn
Alireza Zareian Minghao Guo Meng Ye Susmit Jha
Aljosa Osep Yong Guo Mengmeng Xu Yujun Shen
Ameya Prabhu Gustavo Carneiro Mengyang Feng Se Young Chun
Amine Bourki Hanno Scharr Meysam Madadi Attila Szabo
Md Amirul Islam Han Cai Michele Fenzi Richard Szeliski
Amlan Kar Hao Tang Michael Firman Shangzhe Wu
Anna Khoreva Haoang Li Matthew Flagg Tristan Laidlow
Andre Araujo Haochen Wang Matheus Gadelha Tatsuya Yokota
Andrea Zunino Harsh Agrawal Michael Gharbi Taesung Park
Andrei Bursuc James Hays Min-Hung Chen Timo Aila
Andrew Markham Hazel Doughty Maciej Halber Takumi Kobayashi
Qibin Hou Hedvig Kjellstrom Minhyuk Sung Tam Le
Angelos Katharopoulos Helge Rhodin Michael Tschannen Hongchen Tan
Anirban  Roy Helisa Dhamo Michael Burke Tanmay Gupta
Ankan Bansal Zhihai He Michael Felsberg Tanner Schmidt
Ankush Gupta Hui Huang Michael Madden Li Tao
Anna Rohrbach Hieu Le Michael Arbel Maxim Tatarchenko
Anthony Hoogs Hao Wang Michael Niemeyer Tatiana Tommasi
Adria Recasens Hong Lu Michael Oechsle Terrance Boult
Ariel Shamir Hong Wang Michael Opitz Fan Tang
Arjun Chandrasekaran Hyun Soo Park Michael Wray Connor Anderson
Aron Yu Hwann-Tzong Chen Michael Ying Yang Thibault Groueix
Aron Monszpart Hung-Yu Tseng Michael  Sapienza Tobias Hinz
Arsha Nagrani Hongtao Xie Michel Antunes Diego Thomas
Artem Babenko Huaibo Huang Michele Volpi Qi Tian
Adria Ruiz Huaijia Lin Mihai Dusmanu Tiantian Wang
Arun Balajee Vasudevan Huaijin Chen Mihir Sahasrabudhe Tianye Li
Arka Sadhu Huaiwen Zhang Mike Brodie Tiberio Uricchio
Amanpreet Singh Qiang Huang Michelle Merler Simyung Chang
Ashkan Khakzar Hua Wang Mingkui Tan Timo Bolkart
Tat-Jen Cham Hugo Jair  Escalante Minh  Hoai Timo Stoffregen
Andrea Tagliasacchi Huiyu Wang Minjia Zhang Ting-Chun Wang
Atsushi Hashimoto Hyun Sung Chang Ming Jiang Ting-Wu Chin
Axel Barroso Laguna Hyunwoo Kim Manuel Lopez Antequera Ting Yao
Ayush Jaiswal Huazhu Fu Marc Niethammer Toby Breckon
Andrew Zisserman Hao Zheng Mohamed Omran Carlo Tomasi
Baris Gecer Ivor Simpson Mohsen Ali Federico Tombari
Vassileios Balntas Ivan Sosnovik Vlad Morariu Tomer Michaeli
Baopu Li Fisher Yu Greg Mori Tom Goldstein
Barbara Caputo Ioan Andrei Bârsan Zhipeng Mo Tong Xiao
Battista Biggio Ilke Demir Mohammad Rostami Torsten Sattler
Brian Dolhansky Ioannis Gkioulekas Muhamad Risqi Saputra Tri Huynh
Benjamin Eckart Ignacio Rocco Muhammad Haris Khan Eduard Trulls
Ardhendu Behera Atul Ingle Manisha Verma Dimitris Tsipras
Bei Xiao Ioannis Pavlidis Neill Campbell Tuan Nguyen
Fabian Benitez-Quiroz Iro Laina Niloy Mitra Tuan-Hung VU
David Beymer Isay Katsman Narendra Ahuja Tushar Nagarajan
Benjamin Haeffele Ismail Ben Ayed Naila Murray Tianlu Wang
Bryan Hooi Ismail Elezi Nanne van Noord Lily Weng
Bin Fan Itai Lang Anastasia Dubrovina Youbao Tang
Mikolaj Bin„kowski Ivan Eichhardt Nikos Athanasiou Norimichi Ukita
Ryoma  Bise Jan van Gemert K L Navaneet  Utkarsh Mall
Bishesh Khanal John Collomosse Naveed Akhtar Ullrich Kothe
Yuanjun Xiong Jiankang Deng Neal Wadhwa Mathias Unberath
Bjorn Stenger Javier Vazquez-Corral Nicholas Lane Unnat Jain
Michael Black Joerg Wicker Nicholas Kolkin Uri Shaham
Bing Li Alec Jacobson Nick Pears M. Usman Rafique
Boqing Gong Jean-Baptiste Alayrac Nico Engel Uta Buchler
Botong Wu James Duncan Nicola Wolpert Victoria Fernandez Abrevaya
Boyu Chen Jyoti Aneja Niki Martinel Arash Vahdat
Bryan Plummer Janne Heikkila Nikita Araslanov Varun Nagaraja
Brais Martínez Juan Perez Nikolaos Sarafianos Vasileios Choutas
Bin Ren Junwen Chen Nils Murrugarra-Llerena Vincent Dumoulin
Gabriel Brostow Jaegul Choo Yun Liu Andrea Vedaldi
Bryan Russell Jaedong Hwang Nikos Kolotouros Venkatesh Babu Radhakrishnan
William Shen Jacob Andreas Nalini Singh Victor Escorcia
Bumsub Ham Jiancheng Yang Noa Garcia Victor Fragoso
Bram Wallace Jens Behley Nontawat Charoenphakdee Victor Lempitsky
Bingbing Zhuang Jerome Revaud Valsamis Ntouskos Vijay Kumar
Clement Godard Junhui Hou Nuno Vasconcelos Vikram Voleti
Christine Allen-Blanchette Jiahao Xie Oliver Woodford Vincent Lepetit
Jinzheng Cai Jialian Wu Oisin Mac Aodha Vineeth Rakesh
Octavia Camps Jianming Liang Kyle Olszewski Viorica Patraucean
Canyi Lu Jianming Zhang Omkar Parkhi Viraj Prabhu
Yue Cao Jian Wang Bjorn Ommer Vittal Premachandran
Chen Chen Jianbo Jiao Orazio Gallo Vittorio Murino
Dongdong Chen Jiayan Qiu Tribhuvanesh Orekondy Vlad Olaru
Mo Zhou Jie Yang Oren Rippel Vladimir Nekrasov
Xuaner Zhang Jihoon Tack Otmar Hilliges Varun Manjunatha
Cesar De Souza Jimei Yang Ozan Sener Tomas Vojir
Chandra Kambhamettu Jingwan Lu Pascal Mettes Vladimir Kim
Changil Kim Jinkyu Kim Peng Wang Vishal Patel
Chao Chen Jinwoo Choi Pablo Speciale Vitali Petsiuk
Chaoli Wang Justin Lazarow Liang Pan Nicholas Vretos
Chaoyang He Jose Lezama Maxim Panov Vijay  Vasudevan
Chaoyue Wang Julieta Martinez Yingwei Pan William Thong
Devendra Singh Chaplot Jianlong Wu Devi Parikh Chuang Wang
Chen Lin Jordan Malof Parsa Mirdehghan Hesheng Wang
Chen Qin Joao Henriques Partha Ghosh Jingkang Wang
Chen Zhao Joel Saltz Pascal Fua Kuan-Chieh Wang
Chengsheng Mao Joerg Stueckler Patrick Snape Lin  Wang
Jie Chen Johanna Wald Patrick Wieschollek Liwei Wang
Jingjing Chen Johannes Schonberger Paul Wimmer Yulin Wang
Chenyu You John See Paul Henderson Yunhe Wang
Yu Chen Tsun-Hsuan Wang Pauline Luc Yi-Hsuan Tsai
Chenyun Wu Zheng Ge Paulo Gotardo Zhongdao Wang
Sangryul Jeon Joon-Young Lee Marco Pavone Won-Dong Jang
Chih-Hui Ho Jonathan Huang Peihao Zhu Wei-Lun Chao
Chi  Zhang Jiaxiang Wu Pan Ji Pengxu Wei
Chen-Hsuan Lin Joo Ho Lee Pei Wang Weiwei Sun
Jongwon Choi Jose Dolz Hanspeter Pfister Weixin Li
Christopher Thomas Xiaoqian Wang Pierre-Marc Jodoin Wenbing Tao
Christian Rupprecht Jordi Pont-Tuset Pietro Morerio Wenguan Wang
Christian Wolf Jeff Pool Pieter-Jan Kindermans Wenyuan Zeng
Christian Richardt Joan Puigcerver Ping Hu Wolfgang Foerstner
Christopher Zach Jasper Uijlings Soeren Pirk Weifeng Chen
Chunhui Liu Jake Snell Petr Kellnhofer Wieland Brendel
Christoph Vogel Pingping Zhang Peter Kontschieder William Smith
Chia-Kai Liang Jack Stokes Robert Pless Williem Williem
Chaojian Li Jae Shin Yoon Pedro Morgado Jun Wang
Clement Mallet Joseph Tighe Pablo Musa Wei Liu
Chieh Hubert Lin True Price Praveen Narayanan Hui Wu
Caroline Chan Jonathan Tremblay Georg Poier Yu-Huan Wu
Myungsub Choi Jun Wan Lorenzo Porzi Wenwu Zhu
Mehdi S. M. Sajjadi Junbin Gao Prajit Ramachandran Yunchao Wei
Seong Joon Oh Juncheng Li Pratul Srinivasan Amy Zhao
Connelly Barnes Junsuk Choe Prithvijit Chattopadhyay Zhirong Wu
Chris Russell Jin Young Choi Sanjay Purushotham Xinchen Yan
Arghya Pal Jae-Young Sim Paul-Edouard Sarlin Xiao HU
Shizhe Chen Junzhou Huang Pradeep Sen Xiangyu Zhu
Jin Xie Gary Tam Pravendra Singh Xiaofang Wang
Lida Li Maya Kabkab Pew-Thian Yap Xiaohang Zhan
Concetto Spampinato Kaicheng Yu Jun-Cheng Chen Xin Yu
Changsheng Xu Kaichun Mo Peter Wonka Xin Liao
Yanbin Liu Bhavya Kailkhura Pingyang Dai Xinshuo Weng
Yuhui Quan Kaixuan Wei Pan Zhou Xintao Wang
Lei Zhao Kaiyu Yang Qi Chu Xirong Li
Ekin Cubuk Kang Li Qian Wang Daniel Gordon
Cheng Wang Peter Karkus Qibin Zhao Xingtong Liu
Chi-Wing Fu Hyunjung Shim Qing Guo Francesc Xavier Puig Fernandez
Chenxi Liu Hiroharu Kato Qingyong Hu Xuanyi Dong
Chong You Katrin Lasinger Jie Qin Xudong Lin
Chunluan Zhou Hiroshi Kawasaki Xianbiao Qi Xun Yang
David Suter Krzysztof Czarnecki Qijun Zhao Tao Xu
Davide Abati Karan Desai Qilong Wang Xiangyu Xu
Dakai Jin Kelvin Wong Jeffrey Siskind Xu Yang
Dima Damen Ke Ma Qi Zhao Xudong Wang
Damien Teney Kenneth Marino Ronny Hänsch Xiyang Luo
Damien Kelly Kent Fujiwara Edward Raff Yair Movshovitz-Attias
Dan Casas Keval Doshi Rainer Stiefelhagen Kota Yamaguchi
Daniel Ritchie Kevin Chen Rama Kovvuri Yanchao Yang
Wenjing Wang Kevin H. M. Cheng Rene Ranftl Yandong Wen
Daphna Weinshall Kevin Liang Ranjay Krishna Yang Yang
David Picard Shuyang Sun Raoul de Charette Nan Yang
David Stutz Daniel Keysers Yongming Rao Wenhan Yang
David Bau Kyle Genova Rare Ambru Ke Yan
Davide Moltisanti Nima Khademi Kalantari Ratnesh Kumar Yannis Avrithis
James Davis Kai Han Ravi Ramamoorthi Yanye Lu
Davis Blalock Khoi Pham Relja Arandjelovic Yang Zou
Tat-Seng Chua Kihyuk Sohn Remi Cadene Quanming Yao
Debidatta Dwibedi Enrique Sanchez Remi Emonet Yasuhisa Fujii
Di Chen Benjamin Killeen Zhile Ren Yatao Bian
Marco De Nadai Kwang In Kim Renaud Marlet Yi-Ting Chen
Deng Cai Irwin King Michael Goesele Yu-Chuan Su
Deng-Ping Fan Itaru Kitahara Russ Taylor Yejin Choi
Derek Bradley Kevin Shih Ricardo Guerrero  Yonggan Fu
Despoina Paschalidou Kushal Kafle Ricardo Henao Yan Huang
Devis Tuia Kaustav Kundu Richard Marriott Yichang Shih
Dan Goldman Kevis-Kokitsi Maninis Alexander Richard Yicong Hong
Hang Dong Michael Hofmann Richard Tucker Yifan Ding
Diego Valsesia Kaushik Mitra Rita Pucci Yin Cui
Dimitrios Tzionas Konda Reddy Mopuri Margarita Osadchy Xi Yin
Dim Papadopoulos Kobus Barnard Rico Jonschkowski Yiran Chen
Konstantinos Vougioukas Hao Kong Reinhard Koch Yiran Zhong
Dylan Campbell Theodora Kontogianni Rafal Mantiuk Yiyi Liao
Khoa Doan Kostas Daniilidis Ruotian  Luo Yizhe Zhang
Carl Doersch Kuan-Chuan Peng Ricardo Martin-Brualla Yuming Shen
Ivan Dokmanic David Kriegman Runmin Cong Yashraj Narang
Donald Dansereau Krishna Murthy Jatavallabhula Rui Ning Schechner Yoav
Dong Tian Walter Kropatsch Roberto Martin-Marti­n Yochai Blau
Donglai Xiang Kevin Smith Roberto Annunziata Yongjie Zhu
Dongyoon  Han Kuang-Jui Hsu Roberto Lopez-Sastre Yinqiang Zheng
Dragomir Anguelov Zhanghui Kuang Emanuele Rodola Yoichi Sato
Abhimanyu Dubey Kui Jia Roee Litman Yandong Tang
Dmytro Mishkin kui jiang Ronald Clark Yu Kong
Daniel Duckworth Aditya Kusupati Ronghang Hu Yujiao Shi
Anjan Dutta Kevin Lin Roy Or-El Yuki Asano
Duy-Nguyen Ta Kwan-Yee Wong Rameswar Panda Yuncong Chen
Davis Wertheimer Kiriakos Kutulakos Risheng Liu Yusuke Yoshiyasu
Xiaohan Ding Silvano Galliani Sai Saketh  Rambhatla Yuwen Xiong
Deyu Meng Luca Carlone Ruben Villegas Zhaofei Yu
Evgeny Burnaev Liang-Chieh Chen Ruiqi Gao Yan Wang
Juan Eugenio Iglesias Christian Ledig Elke Rundensteiner Yang Wang
Emanuele Trucco Lei Zhou Runzhong Wang Yu-Wei Chao
Junnan Li Leo Sampaio Ferraz Ribeiro Herve Jegou Yurong You
Qitian Wu Leslie Smith Songcan Chen Zhichao Yin
Alexander Ecker Le Wang Sunghyun Cho Zan Gojcic
Elijah Cole Huchuan Lu Shantanu Joshi Zachary Daniels
Xiatian Zhu Xiaochen Lian Sezer Karaoglu Zehao Huang
Enrique Dunn Zhouhui Lian Stylianos Moschoglou Bo Jiang
Yuanfang Guo Hong-Yuan Liao Salman Khan Zezhou Cheng
Ehsan Elhamifar Lichao Mou Sam Buchanan Fangwei Zhong
Enzo Ferrante Chongyi Li Samuel Schulter Bo Zhang
Alexei Efros Houqiang Li Samuele Salti Han Zhang
Ehsan Abbasnejad Lijun Yin Sanath Narayan Haofeng Zhang
Martin Eisemann Liming Chen Sameer Agarwal Lefei Zhang
Zhe Hu Linjie Li Sangdoo Yun Lihe Zhang
Eleni Triantafillou Liu Liu Sanghyuk Chun Mi Zhang
Eli Shechtman Shuaicheng Liu Saquib Sarfraz Shuo Zhang
Shoou-I Yu Wen Liu Sarah Parisot Xiangyu Zhang
Zhizhong Wang Yaojie Liu Istvan Sarandi Deli Zhao
Francis Engelmann Yonghuai Liu  Aswin Sankaranarayanan Rui Zhao
Enzo Tartaglione Yu Liu Sathya Ravi Xi Zhao
Erickson Nascimento Liyue Shen Shin'ichi Satoh Xiangyun Zhao
Li Erran Li Mingbao Lin Satwik Kottur Zhe Gan
Eran Swears loic landrieu Saurabh Singh Qian  Zheng
Yuan Gao Vishnu  Lokhande Sayna Ebrahimi Wenzhao Zheng
Erik Wijmans Lorenzo Seidenari Stephen Bach Zhibo Yang
Eric Tzeng Leonid Sigal Sandipan Banerjee Zhicheng Yan
Evgenia Rusak Luming Tang Sibei Yang Zhiding Yu
Eric Zhan Luca Cosmo Sergi Caelles Zhiqiu Lin
Florian Bernard Lucas Beyer Bernt Schiele Zhengqin Li
Frank Schneider Luca Weihs Patrick Schramowski Zhouxing Shi
Francisco Vasconcelos Luis Ferraz Shengcai Liao Xingyi Zhou
Fabian Caba Jonathon Luiten Scott Wehrwein Yu Zhou
Fariborz Taherkhani Michal Lukáč Scott Workman Zhouyuan Huo
Forrester Cole Lukas Ruff Steve Cruz Zhuoning Yuan
Federica Bogo Łukasz Struski Davide Scaramuzza Ziad Al-Halah
Federica Arrigoni Yan Luo Sean Fanello Zilong Zheng
Fei Sha Lu Yuan Fadime Sener Zhao Kang
Fei Xia Meike Nauta Sergey Tulyakov Zsolt Kira
Qianli Feng Matteo Poggi Sergio Escalera Zico Kolter
Fengda Zhu Mahdi Saleh Seungjun Nah Quanshi Zhang
Fenglin Liu Xiaojian Ma Tsun-Yi Yang Zhixin Shu
Filippo Maria Bianchi Carlos Esteves Shan Yang Zhiwei Xiong
David Fleet Maggie Wigness Shao-Hua Sun Zhengyuan Yang
Florian Shkurti Maha Elbayad Shang-Hua Gao Zhongfei Zhang
Francesc Moreno Ameesh Makadia Shin-Fang Chng Zhang Zhang
Ferda Ofli Makarand Tapaswi Shirui Pan  
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    Shunta Saito