Antonio Torralba

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Aude OlivaSenior Research Scientist, MIT; MIT Director MIT-IBM Watson AI Lab; Director MIT Quest CorporateVerified email at mit.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Bolei ZhouAssistant Professor at The Chinese University of Hong KongVerified email at ie.cuhk.edu.hk
Aditya KhoslaCo-founder and CTO, PathAIVerified email at pathai.com
Jianxiong XiaoAutoX, Inc.Verified email at autox.ai
Carl VondrickAssistant Professor, Columbia UniversityVerified email at columbia.edu
Sanja FidlerUniversity of Toronto, NVIDIAVerified email at cs.toronto.edu
Kevin MurphyResearch Scientist, GoogleVerified email at google.com
Joshua B. TenenbaumMITVerified email at mit.edu
Krista EhingerSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Àgata LapedrizaUniversitat Oberta de CatalunyaVerified email at uoc.edu
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
Hamed PirsiavashAssistant Professor at UMBCVerified email at umbc.edu
David BauPhD Student at MITVerified email at mit.edu
Hang ZhaoAssistant Professor, Tsinghua University, MIT Ph.D.Verified email at csail.mit.edu
Bryan RussellResearcher, AdobeVerified email at adobe.com
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Ce LiuResearch Scientist, Google ResearchVerified email at google.com
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu

Antonio Torralba

Professor of Computer Science, MIT

Verified email at csail.mit.edu - Homepage

vision computer vision


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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	7317	2001
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	3681	2016
LabelMe: a database and web-based tool for image annotation BC Russell, A Torralba, KP Murphy, WT Freeman International journal of computer vision 77 (1-3), 157-173, 2008	3213	2008
Learning deep features for scene recognition using places database B Zhou, A Lapedriza, J Xiao, A Torralba, A Oliva Neural Information Processing Systems Foundation, 2014	2780	2014
Spectral hashing. Y Weiss, A Torralba, R Fergus Nips 1 (2), 4, 2008	2630	2008
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	2480	2010
Skip-thought vectors R Kiros, Y Zhu, R Salakhutdinov, RS Zemel, A Torralba, R Urtasun, ... arXiv preprint arXiv:1506.06726, 2015	2098	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	2020	2009
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	1880	2006
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	1847	2008
Sharing features: efficient boosting procedures for multiclass object detection A Torralba, K Murphy, W Freeman Proc. of IEEE Conf. on CVPR, 2004	1700*	2004
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	1619	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	1609	2006
Unbiased look at dataset bias A Torralba, AA Efros CVPR 2011, 1521-1528, 2011	1602	2011
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	1433	2017
Recognizing indoor scenes A Quattoni, A Torralba 2009 IEEE Conference on Computer Vision and Pattern Recognition, 413-420, 2009	1384	2009
Context-based vision system for place and object recognition A Torralba, KP Murphy, WT Freeman, MA Rubin Computer Vision, IEEE International Conference on 2, 273-273, 2003	1082	2003
Contextual priming for object detection A Torralba International journal of computer vision 53 (2), 169-191, 2003	1021	2003
Statistics of natural image categories A Torralba, A Oliva Network: computation in neural systems 14 (3), 391-412, 2003	1020	2003
Generating videos with scene dynamics C Vondrick, H Pirsiavash, A Torralba arXiv preprint arXiv:1609.02612, 2016	978	2016

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