Stefano Soatto 个人学术档案

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	总计	2019 年至今
引用	35995	15936
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Alessandro AchilleSenior Applied Scientist, Amazon Web Services and Caltech在 caltech.edu 的电子邮件经过验证
Paolo FavaroProfessor of Computer Vision, University of Bern在 iam.unibe.ch 的电子邮件经过验证
Avinash RavichandranPrincipal Applied Scientist, Perception, Cruise在 cis.jhu.edu 的电子邮件经过验证
Yi Ma (马毅)Professor of EECS, UC Berkeley; Director of IDS & Head of CS, University of Hong Kong在 eecs.berkeley.edu 的电子邮件经过验证
Anthony YezziProfessor of Electrical and Computer Engineering, Georgia Tech在 ece.gatech.edu 的电子邮件经过验证
Alessandro ChiusoProfessor of Automatic Control, University of Padova在 dei.unipd.it 的电子邮件经过验证
Pietro PeronaCalifornia Institute of Technology在 caltech.edu 的电子邮件经过验证
Shankar SastryUniversity of California在 berkeley.edu 的电子邮件经过验证
Hailin JinSenior Principal Scientist, Adobe Research在 adobe.com 的电子邮件经过验证
Jana KoseckaGeorge Mason University在 gmu.edu 的电子邮件经过验证
Andrea VedaldiUniversity of Oxford在 robots.ox.ac.uk 的电子邮件经过验证
Pratik ChaudhariUniversity of Pennsylvania在 seas.upenn.edu 的电子邮件经过验证
Gianfranco DorettoWest Virginia University在 mail.wvu.edu 的电子邮件经过验证
Rahul BhotikaSenior Vice President, Research, Optum Labs (United Health Group R&D)在 optum.com 的电子邮件经过验证
Alex WongYale University在 yale.edu 的电子邮件经过验证
Byung-Woo HongChung-Ang University, Seoul, Korea在 cau.ac.kr 的电子邮件经过验证
Yanchao YangAssistant Professor, HKU; Stanford University; UCLA在 stanford.edu 的电子邮件经过验证
Rene VidalRachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCE在 jhu.edu 的电子邮件经过验证
Daniel CremersTechnical University of Munich在 tum.de 的电子邮件经过验证
Aditya GolatkarUniversity of California Los Angeles在 g.ucla.edu 的电子邮件经过验证

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Stefano Soatto

Professor of Computer Science, UCLA; Vice President, AWS AI

在 ucla.edu 的电子邮件经过验证 - 首页

Artificial Intelligence Machine Learning Robotics Vision


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, SS Sastry Springer Science & Business Media, 2012	2749*	2012
Meta-learning with differentiable convex optimization K Lee, S Maji, A Ravichandran, S Soatto Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	1426	2019
Dynamic textures G Doretto, A Chiuso, YN Wu, S Soatto International Journal of Computer Vision, 2003, 2003	1192	2003
Quick shift and kernel methods for mode seeking A Vedaldi, S Soatto Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008	1186	2008
Class segmentation and object localization with superpixel neighborhoods B Fulkerson, A Vedaldi, S Soatto 2009 IEEE 12th international conference on computer vision, 670-677, 2009	909	2009
Fda: Fourier domain adaptation for semantic segmentation Y Yang, S Soatto Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020	871	2020
Entropy-sgd: Biasing gradient descent into wide valleys P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ... Proc. of the Intl. Conf. on Learning Representations (ICLR), 2017	793	2017
A baseline for few-shot image classification GS Dhillon, P Chaudhari, A Ravichandran, S Soatto Intl. Conf. on Learning Representations (ICLR) 2020, 2019	647	2019
Visual-inertial navigation, mapping and localization: A scalable real-time causal approach ES Jones, S Soatto The International Journal of Robotics Research 30 (4), 407-430, 2011	574	2011
Emergence of invariance and disentanglement in deep representations A Achille, S Soatto The Journal of Machine Learning Research 19 (1), 1947-1980, 2018	502	2018
Kernel density estimation and intrinsic alignment for shape priors in level set segmentation D Cremers, SJ Osher, S Soatto International journal of computer vision 69, 335-351, 2006	477	2006
Structure from motion causally integrated over time A Chiuso, P Favaro, H Jin, S Soatto IEEE transactions on pattern analysis and machine intelligence 24 (4), 523-535, 2002	455	2002
Information dropout: Learning optimal representations through noisy computation A Achille, S Soatto IEEE transactions on pattern analysis and machine intelligence 40 (12), 2897 …, 2016	445	2016
Dynamic texture recognition P Saisan, G Doretto, YN Wu, S Soatto Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001	440	2001
An algebraic geometric approach to the identification of a class of linear hybrid systems R Vidal, S Soatto, Y Ma, S Sastry 42nd IEEE International Conference on Decision and Control (IEEE Cat. No …, 2003	410	2003
Motion estimation via dynamic vision S Soatto, R Frezza, P Perona IEEE Transactions on Automatic Control 41 (3), 393-413, 1996	406	1996
Dynamic textures S Soatto, G Doretto, YN Wu Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001	400	2001
A geometric approach to shape from defocus P Favaro, S Soatto IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (3), 406-417, 2005	392	2005
Motion competition: A variational approach to piecewise parametric motion segmentation D Cremers, S Soatto International Journal of Computer Vision 62, 249-265, 2005	350	2005
Stochastic Gradient Descent Performs Variational Inference, Converges to Limit Cycles for Deep Networks P Chaudhari, S Soatto International Conference on Learning Representations (ICLR), 2018	342	2018

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