Antonio Torralba

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Aude OlivaSenior Research Scientist, CSAIL, MIT Director MIT-IBM Lab, MIT College Director IndustryVerified email at mit.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Bolei ZhouAssistant Professor at UCLAVerified email at ucla.edu
Aditya KhoslaCTO, Iterative HealthVerified email at iterative.health
Joshua B. TenenbaumMITVerified email at mit.edu
Sanja FidlerUniversity of Toronto, NVIDIAVerified email at cs.toronto.edu
Àgata LapedrizaUniversitat Oberta de CatalunyaVerified email at uoc.edu
Carl VondrickAssociate Professor, Columbia UniversityVerified email at columbia.edu
Jianxiong XiaoAutoX, Inc.Verified email at autox.ai
David BauAssistant Professor at Northeastern UniversityVerified email at northeastern.edu
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Krista EhingerSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Fredo DurandProfessor of Computer Science, MITVerified email at mit.edu
Rob FergusResearch Scientist, DeepMind. Professor of Computer Science, New York UniversityVerified email at cs.nyu.edu
Hang ZhaoAssistant Professor, Tsinghua UniversityVerified email at csail.mit.edu
Kevin MurphyResearch Scientist, GoogleVerified email at google.com
Chuang GanUMass Amherst | MIT-IBM Watson AI LabVerified email at csail.mit.edu
Bryan RussellResearcher, AdobeVerified email at adobe.com
Hamed PirsiavashAssociate Professor at University of California, DavisVerified email at ucdavis.edu
Phillip IsolaAssociate Professor, MITVerified email at mit.edu

Antonio Torralba

Professor of Computer Science, MIT

Verified email at csail.mit.edu - Homepage

vision computer vision


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Learning deep features for discriminative localization B Zhou, A Khosla, A Lapedriza, A Oliva, A Torralba Proceedings of the IEEE conference on computer vision and pattern …, 2016	8474	2016
Modeling the shape of the scene: A holistic representation of the spatial envelope A Oliva, A Torralba International Journal of Computer Vision 42 (3), 145-175, 2001	8114	2001
Labelme: a database and web-based tool for image annotation. Int B Russell, A Torralba, K Murphy, W Freeman International Journal of Computer Vision 77, 157–173, 2007	4064*	2007
Learning deep features for scene recognition using places database B Zhou, A Lapedriza, J Xiao, A Torralba, A Oliva Advances in neural information processing systems 27, 2014	3420	2014
Sun database: Large-scale scene recognition from abbey to zoo J Xiao, J Hays, KA Ehinger, A Oliva, A Torralba 2010 IEEE computer society conference on computer vision and pattern …, 2010	3270	2010
Places: A 10 million image database for scene recognition B Zhou, A Lapedriza, A Khosla, A Oliva, A Torralba IEEE transactions on pattern analysis and machine intelligence 40 (6), 1452-1464, 2017	3246	2017
Spectral hashing Y Weiss, A Torralba, R Fergus Advances in neural information processing systems 21, 2008	3078	2008
Skip-thought vectors R Kiros, Y Zhu, RR Salakhutdinov, R Zemel, R Urtasun, A Torralba, ... Advances in neural information processing systems 28, 2015	2868	2015
Unbiased look at dataset bias A Torralba, AA Efros CVPR 2011, 1521-1528, 2011	2477	2011
Learning to predict where humans look T Judd, K Ehinger, F Durand, A Torralba 2009 IEEE 12th international conference on computer vision, 2106-2113, 2009	2404	2009
Aligning books and movies: Towards story-like visual explanations by watching movies and reading books Y Zhu, R Kiros, R Zemel, R Salakhutdinov, R Urtasun, A Torralba, S Fidler Proceedings of the IEEE international conference on computer vision, 19-27, 2015	2364	2015
80 million tiny images: A large data set for nonparametric object and scene recognition A Torralba, R Fergus, WT Freeman IEEE transactions on pattern analysis and machine intelligence 30 (11), 1958 …, 2008	2204	2008
Scene parsing through ade20k dataset B Zhou, H Zhao, X Puig, S Fidler, A Barriuso, A Torralba Proceedings of the IEEE conference on computer vision and pattern …, 2017	2139	2017
Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search. A Torralba, A Oliva, MS Castelhano, JM Henderson Psychological review 113 (4), 766, 2006	2094	2006
Sift flow: Dense correspondence across scenes and its applications C Liu, J Yuen, A Torralba IEEE transactions on pattern analysis and machine intelligence 33 (5), 978-994, 2010	1928	2010
Building the gist of a scene: The role of global image features in recognition A Oliva, A Torralba Progress in brain research 155, 23-36, 2006	1852	2006
Sharing features: efficient boosting procedures for multiclass object detection A Torralba, K Murphy, W Freeman Proc. of IEEE Conf. on CVPR, 2004	1758*	2004
Recognizing indoor scenes A Quattoni, A Torralba 2009 IEEE conference on computer vision and pattern recognition, 413-420, 2009	1749	2009
Generating videos with scene dynamics C Vondrick, H Pirsiavash, A Torralba Advances in neural information processing systems 29, 2016	1479	2016
Object detectors emerge in Deep Scene CNNs Z Bolei, A Khosla, A Lapedriza, A Oliva, A Torralba International Conference on Learning Representations (ICLR), 2015	1335*	2015

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