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
David BauAssistant Professor at Northeastern UniversityVerified email at northeastern.edu
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Chuang GanUMass Amherst | MIT-IBM Watson AI LabVerified email at csail.mit.edu
Krista EhingerSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Hang ZhaoAssistant Professor, Tsinghua UniversityVerified email at csail.mit.edu
Fredo DurandProfessor of Computer Science, MITVerified email at mit.edu
Kevin MurphyResearch Scientist, GoogleVerified email at google.com
Rob FergusResearch Scientist, DeepMind. Professor of Computer Science, New York UniversityVerified email at cs.nyu.edu
Hamed PirsiavashAssociate Professor at University of California, DavisVerified email at ucdavis.edu
Bryan RussellResearcher, AdobeVerified email at adobe.com
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Jiajun WuStanford UniversityVerified email at cs.stanford.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	9369	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	8205	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	4204*	2007
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	3602	2017
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	3514	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	3438	2010
Spectral hashing Y Weiss, A Torralba, R Fergus Advances in neural information processing systems 21, 2008	3144	2008
Skip-thought vectors R Kiros, Y Zhu, RR Salakhutdinov, R Zemel, R Urtasun, A Torralba, ... Advances in neural information processing systems 28, 2015	2968	2015
Unbiased look at dataset bias A Torralba, AA Efros CVPR 2011, 1521-1528, 2011	2638	2011
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	2611	2015
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	2450	2009
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	2426	2017
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	2299	2008
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	2117	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	1957	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	1876	2006
Recognizing indoor scenes A Quattoni, A Torralba 2009 IEEE conference on computer vision and pattern recognition, 413-420, 2009	1809	2009
Sharing features: efficient boosting procedures for multiclass object detection A Torralba, K Murphy, W Freeman Proc. of IEEE Conf. on CVPR, 2004	1766*	2004
Generating videos with scene dynamics C Vondrick, H Pirsiavash, A Torralba Advances in neural information processing systems 29, 2016	1560	2016
Network dissection: Quantifying interpretability of deep visual representations D Bau, B Zhou, A Khosla, A Oliva, A Torralba Proceedings of the IEEE conference on computer vision and pattern …, 2017	1423	2017

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