Antonio Torralba

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Aude OlivaMIT College Director Strategic Industry Engagement; MIT Director MIT-IBM Lab; Senior ResearchVerified 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 KhoslaCo-founder and CTO, PathAIVerified email at pathai.com
Sanja FidlerUniversity of Toronto, NVIDIAVerified email at cs.toronto.edu
Joshua B. TenenbaumMITVerified email at mit.edu
Carl VondrickAssistant Professor, Columbia UniversityVerified email at columbia.edu
Jianxiong XiaoAutoX, Inc.Verified email at autox.ai
Àgata LapedrizaUniversitat Oberta de CatalunyaVerified email at uoc.edu
Kevin MurphyResearch Scientist, GoogleVerified email at google.com
David BauAssistant Professor at Northeastern UniversityVerified email at northeastern.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
Hamed PirsiavashAssociate Professor at University of California, DavisVerified email at ucdavis.edu
Hang ZhaoAssistant Professor, Tsinghua UniversityVerified email at csail.mit.edu
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Bryan RussellResearcher, AdobeVerified email at adobe.com
Jiajun WuStanford UniversityVerified email at cs.stanford.edu
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	7771	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	6021	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	3630	2008
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	3154	2014
Spectral hashing Y Weiss, A Torralba, R Fergus Advances in neural information processing systems 21, 2008	2903	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	2793	2010
Skip-thought vectors R Kiros, Y Zhu, RR Salakhutdinov, R Zemel, R Urtasun, A Torralba, ... Advances in neural information processing systems 28, 2015	2529	2015
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	2314	2017
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	2261	2009
Unbiased look at dataset bias A Torralba, AA Efros CVPR 2011, 1521-1528, 2011	2035	2011
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	2007	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	1995	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	1776	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	1748	2006
Sharing features: efficient boosting procedures for multiclass object detection A Torralba, K Murphy, W Freeman Proc. of IEEE Conf. on CVPR, 2004	1734*	2004
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	1604	2015
Recognizing indoor scenes A Quattoni, A Torralba 2009 IEEE conference on computer vision and pattern recognition, 413-420, 2009	1567	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	1424	2017
Generating videos with scene dynamics C Vondrick, H Pirsiavash, A Torralba Advances in neural information processing systems 29, 2016	1254	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	1159*	2015

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