Stefano Soatto

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Alessandro AchillePrincipal Applied Scientist, Amazon Web Services and CaltechDirección de correo verificada de caltech.edu
Avinash RavichandranPrincipal Applied Scientist, Perception, CruiseDirección de correo verificada de cis.jhu.edu
Paolo FavaroProfessor of Computer Vision, University of BernDirección de correo verificada de iam.unibe.ch
Yi Ma (马毅)Director of School of Computing and Data Science, HKU; Professor of EECS, UC BerkeleyDirección de correo verificada de eecs.berkeley.edu
Anthony YezziProfessor of Electrical and Computer Engineering, Georgia TechDirección de correo verificada de ece.gatech.edu
Alessandro ChiusoProfessor of Automatic Control, University of PadovaDirección de correo verificada de dei.unipd.it
Pietro PeronaCalifornia Institute of TechnologyDirección de correo verificada de caltech.edu
Shankar SastryUniversity of CaliforniaDirección de correo verificada de berkeley.edu
Hailin JinSenior Principal Scientist, Adobe ResearchDirección de correo verificada de adobe.com
Jana KoseckaGeorge Mason UniversityDirección de correo verificada de gmu.edu
Andrea VedaldiUniversity of OxfordDirección de correo verificada de robots.ox.ac.uk
Alex WongYale UniversityDirección de correo verificada de yale.edu
Pratik ChaudhariUniversity of PennsylvaniaDirección de correo verificada de seas.upenn.edu
Rahul BhotikaChief AI Officer, UnitedHealth GroupDirección de correo verificada de optum.com
Gianfranco DorettoWest Virginia UniversityDirección de correo verificada de mail.wvu.edu
Byung-Woo HongChung-Ang University, Seoul, KoreaDirección de correo verificada de cau.ac.kr
Yanchao YangAssistant Professor, HKU; Stanford University; UCLADirección de correo verificada de stanford.edu
Rene VidalRachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCEDirección de correo verificada de seas.upenn.edu
Aditya GolatkarUniversity of California Los AngelesDirección de correo verificada de g.ucla.edu
Daniel CremersTechnical University of MunichDirección de correo verificada de tum.de

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Stefano Soatto

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

Dirección de correo verificada de ucla.edu - Página principal

Artificial Intelligence Machine Learning Robotics Vision


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, SS Sastry Springer Science & Business Media, 2012	2779*	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	1561	2019
Quick shift and kernel methods for mode seeking A Vedaldi, S Soatto Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008	1239	2008
Dynamic textures G Doretto, A Chiuso, YN Wu, S Soatto International Journal of Computer Vision, 2003, 2003	1203	2003
Fda: Fourier domain adaptation for semantic segmentation Y Yang, S Soatto Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020	996	2020
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	914	2009
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	843	2017
A baseline for few-shot image classification GS Dhillon, P Chaudhari, A Ravichandran, S Soatto Intl. Conf. on Learning Representations (ICLR) 2020, 2019	713	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	586	2011
Emergence of invariance and disentanglement in deep representations A Achille, S Soatto The Journal of Machine Learning Research 19 (1), 1947-1980, 2018	533	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	481	2006
Information dropout: Learning optimal representations through noisy computation A Achille, S Soatto IEEE transactions on pattern analysis and machine intelligence 40 (12), 2897 …, 2016	471	2016
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	460	2002
Dynamic texture recognition P Saisan, G Doretto, YN Wu, S Soatto Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001	441	2001
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Neural Networks A Golatkar, A Achille, S Soatto Intl. Conf. on Comp. Vis. and Patt. Recog. (CVPR), 2019	433*	2019
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	420	2003
Motion estimation via dynamic vision S Soatto, R Frezza, P Perona IEEE Transactions on Automatic Control 41 (3), 393-413, 1996	408	1996
Dynamic textures S Soatto, G Doretto, YN Wu Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001	403	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	400	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	366	2018

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