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REVIEWER ACKNOWLEDGEMENTS
Outstanding Reviewers
| Pulkit, Agrawal | Pablo, Arbelaez | Artem, Babenko | Leonard, Berrada | Gedas, Bertasius |
| Adel, Bibi | Piotr, Bojanowski | Shyamal, Buch | Rudy, Bunel | Zoya, Bylinskii |
| Cesar, Caden | Peter, Carr | Visesh, Chari | Liang-Chieh, Chen | Ming-Ming, Cheng |
| Christopher, Choy | Andrea, Cohen | David, Crandall | Dengxin, Dai | Abir, Das |
| Aditya, Deshpande | Ferran, Diego | Thanh-Toan, Do | Simon, Donné | Victor, Escorcia |
| Chen, Fang | Ryan, Farrell | Chen, Feng | Michael, Figurnov | Michael, Firman |
| Ruth, Fong | David, Fouhey | Thomas, Funkhouser | Adrien, Gaidon | Juergen, Gall |
| Silvano, Galliani | Orazio, Gallo | Spyros, Gidaris | Clement, Godard | Yash, Goyal |
| Alp, Guler | Jinwei, Gu | Saurabh, Gupta | Fatma, Güney | Kai, Han |
| Bharath, Hariharan | Lisa Anne, Hendricks | Le, Hou | Ronghang, Hu | Wei-Chih, Hung |
| Junhwa, Hur | Christian, Haene | Slobodan, Ilic | Varun, Jampani | Kushal, Kafle |
| Vicky, Kalogeiton | Evangelos, Kalogerakis | Abhishek, Kar | Svebor, Karaman | Jan, Kautz |
| Kihwan, Kim | Alexander, Kirillov | Nicholas, Kolkin | Abhijit, Kundu | Kaustav, Kundu |
| Suha, Kwak | Wei-Sheng, Lai | Jean-Francois, Lalonde | John, Lambert | Diane, Larlus |
| Katrin, Lasinger | Christoph, Lassner | Dangwei, Li | Xin, Li | Yijun, Li |
| Weixin, Li | Jie, Liang | Tsung-Yu, Lin | Ming-Yu, Liu | Sifei, Liu |
| Xianglong, Liu | Yun, Liu | Le, Lu | Chao, Ma | Oisin, Mac Aodha |
| Clement, Mallet | Arun, Mallya | Julia, Martinez | Gellert, Mattyus | Nikolaus, Mayer |
| Roey, Mechrez | Lars, Mescheder | Pavlo, Molchanov | Philippos, Mordohai | Matthias, Mueller |
| Mahyar, Najibi | David, Nilsson | Jean-Marc, Odobez | Mohamed, Omran | Aleksis, Pirinen |
| Bryan, Plummer | Tobias, Plötz | Matteo, Poggi | Alin, Popa | Andrea, Prati |
| Maria, Priisalu | Srikumar, Ramalingam | Adria, Recasens | Timo, Rehfeld | Stephan, Richter |
| Gernot, Riegler | Jason, Rock | Anna, Rohrbach | Samuel, Rota Bulò | Bryan, Russell |
| Manolis, Savva | Yoav, Schechner | Bernt, Schiele | Konrad, Schindler | Johannes, Schönberger |
| Pradeep, Sen | Eli, Shechtman | Vikas, Singh | Kihyuk, Sohn | Francesco, Solera |
| Shuran, Song | Yibing, Song | Pratul, Srinivasan | Julian, Straub | Hang, Su |
| Jong-Chyi, Su | Chong, Sun | Deqing, Sun | Libin, Sun | Yuichi, Taguchi |
| Tatsunori, Taniai | Lucas, Theis | Giorgos, Tolias | Federico, Tombari | Yi-Hsuan, Tsai |
| Zhuowen, Tu | Shubham, Tulsiani | Osman, Ulusoy | Laurens, van der Maaten | Christoph, Vogel |
| Yalin, Wang | Anne, Wannenwetsch | Jan, Wegner | Jiajun, Wu | Tianfan, Xue |
| Raymond, Yeh | Fisher, Yu | Hong-Xing, Yu | Christopher, Zach | Andrei, Zanfir |
| Mihai, Zanfir | Tianzhu, Zhang | Yinda, Zhang | Kun, Zhou | Tinghui, Zhou |
| Ji, Zhu | Andrew, Zisserman | Daniel, Zoran | Laurens, van der Maaten |
Emergency Reviewers
| Pablo, Arbelaez | Carlos, Arteta | Mahsa, Baktashmotlagh | Aayush, Bansal | Pierre, Baqué |
| Sarah, Bargal | Boulbaba, Benamor | Archith, Bency | Lucas, Beyer | Adel, Bibi |
| Hakan, Bilen | Vishnu Naresh, Boddeti | Piotr, Bojanowski | Lisa, Brown | Marcus, Brubaker |
| Rudy, Bunel | Michal, Bušta | Zoya, Bylinskii | Visesh, Chari | Jianhui, Chen |
| Liang-Chieh, Chen | Christopher, Choy | Andrea, Cohen | Dengxin, Dai | Abir, Das |
| Achal, Dave | Shalini, De Mello | Aditya, Deshpande | Matthijs, Douze | Mohamed, Elhoseiny |
| Francis, Engelmann | Aykut, Erdem | Quanfu, Fan | Chen, Feng | Christopher, Funk |
| Matheus, Gadelha | Juergen, Gall | Hamed, Galoogahi | Ashwinkumar, Ganesan | Utkarsh, Gaur |
| Oleg, Grinchuk | Alp, Guler | Tanmay, Gupta | Bharath, Hariharan | Adam, Harley |
| James, Hays | Felix, Heide | David, Held | Lisa Anne, Hendricks | Alexander, Hermans |
| Minh, Hoai | Hexiang, Hu | Shell, Hu | Dong, Huang | Sheng, Huang |
| Younghyun, Jo | Shantanu, Joshi | Naeemullah, Khan | Jaechul, Kim | Alexander, Kolesnikov |
| Nicholas, Kolkin | Chen, Kong | Hilde, Kuehne | Sebastian, Kurtek | Ilja, Kuzborskij |
| Tien, Lan | Dong, Lao | Longin Jan, Latecki | Jose, Lezama | Jie, Liang |
| Tsung-Yu, Lin | Feng, Liu | Ming-Yu, Liu | Xianglong, Liu | Xiaoming, Liu |
| Yebin, Liu | Yadong, MU | Chao, Ma | Pablo, Marquez Neila | Mohammadreza, Mostajabi |
| Matthias, Mueller | Calvin, Murdock | Ana, Murillo | Lakshmanan, Nataraj | Thuyen, Ngo |
| Erfan, Noury | Michael, Opitz | Maxime, Oquab | Roy, Or-El | Hyun Soo, Park |
| Omkar, Parkhi | Deepak, Pathak | Giorgio, Patrini | Ramtin, Pedarsani | Selen, Pehlivan |
| Anastasia, Pentina | Robert, Pless | Georg, Poier | Horst, Possegger | Zhen, Qian |
| Chao, Qu | Kandan, Ramakrishnan | Timo, Rehfeld | Tal, Remez | Wenqi, Ren |
| Jason, Rock | Peter, Roth | Aruni, RoyChowdhury | Amelie, Royer | Artem, Rozantsev |
| Bryan, Russell | Alexandre, Sablayroll | Hideo, Saito | Elham, Saraee | Pradeep, Sen |
| Sohil, Shah | Gaurav, Sharma | Mohit, Sharma | Chunhua, Shen | Miaojing, Shi |
| Takashi, Shibata | Gunnar, Sigurdsson | Bharat, Singh | Saurabh, Singh | Cees, Snoek |
| Pratul, Srinivasan | Hang, Su | Jong-Chyi, Su | Shuochen, Su | Chen, Sun |
| Chong, Sun | Deqing, Sun | Libin, Sun | Ying, Sun | Xin, Tao |
| Mehmet, Tek | Pavel, Tokmakov | Matthew, Trager | Quoc-Huy, Tran | Son, Tran |
| Oytun, Ulutan | Paul, Upchurch | Ben, Usman | Patricio, Vela | Minh, Vo |
| Jayakorn, Vongkulbhisal | Chaoyang, Wang | Zijun, Wei | Hui, Wu | Lu, Xia |
| Tao, Xu | Tianfan, Xue | Jimei, Yang | Zhenheng, Yang | Raymond, Yeh |
| Christopher, Zach | Sergey, Zagoruyko | Ji, Zhu | Rui, Zhu | Laurens, van der Maaten |