Jose M. F. Moura

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Soummya KarElectrical and Computer Engineering, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Markus PüschelProfessor of Computer Science, ETH Zurich, SwitzerlandVerified email at inf.ethz.ch
Usman A. KhanProfessor, ECE and CS, Tufts University, Amazon Scholar at Amazon RoboticsVerified email at ece.tufts.edu
Yuanwei JinUniversity of Maryland Eastern ShoreVerified email at umes.edu
Aliaksei SandryhailaResearch Scientist, Electrical and Computer Engineering, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Joel B. HarleyAssociate Professor & Kent and Linda Fuchs Faculty Fellow, University of FloridaVerified email at ufl.edu
Dusan JakoveticDept. of Math. and Informatics, Faculty of Sciences, Univ. of Novi SadVerified email at uns.ac.rs
Nicholas O'DonoughueThe RAND CorporationVerified email at rand.org
Shanghang ZhangEECS, UC BerkeleyVerified email at eecs.berkeley.edu
Chien HoCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Franz FranchettiCarnegie Mellon UniversityVerified email at ece.cmu.edu
Satwik KotturResearch Scientist, Facebook AIVerified email at fb.com
Yuan ChenCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Jelena KovacevicNYU Tandon School of EngineeringVerified email at nyu.edu
Manuela M. VelosoHerbert A. Simon University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Aleksandar KavcicCEO, ASK Vivid & Math. Inst., Serb. Acad. Sci. and Arts & Adj. Prof., Carnegie Mellon Univ.Verified email at andrew.cmu.edu
HV PoorMichael Henry Strater University Professor, Princeton UniversityVerified email at princeton.edu
Pedro M. Q. AguiarInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaVerified email at isr.ist.utl.pt
Jeremy JohnsonProfessor of Computer Science, Drexel UniversityVerified email at cs.drexel.edu
David PaduaProfessor Emeritus, University of Illinois at Urbana-ChampaignVerified email at illinois.edu

Jose M. F. Moura

Philip L. and Marsha Dowd University Professor, Carnegie Mellon University

Verified email at ece.cmu.edu - Homepage

Graph Signal Processing Distributed Signal Processing Signal and Image Processing


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Graph signal processing: Overview, challenges, and applications A Ortega, P Frossard, J Kovačević, JMF Moura, P Vandergheynst Proceedings of the IEEE 106 (5), 808-828, 2018	1835	2018
Discrete signal processing on graphs A Sandryhaila, J Moura IEEE Transactions on Signal Procesing 61 (7), 1644-1656, 2012	1667	2012
Visual dialog A Das, S Kottur, K Gupta, A Singh, D Yadav, JMF Moura, D Parikh, ... Proceedings of the IEEE conference on computer vision and pattern …, 2017	1174	2017
SPIRAL: Code generation for DSP transforms M Puschel, JMF Moura, JR Johnson, D Padua, MM Veloso, BW Singer, ... Proceedings of the IEEE 93 (2), 232-275, 2005	1095	2005
Gossip algorithms for distributed signal processing AG Dimakis, S Kar, JMF Moura, MG Rabbat, A Scaglione Proceedings of the IEEE 98 (11), 1847-1864, 2010	1030	2010
Discrete Signal Processing on Graphs: Frequency Analysis A Sandryhaila, JMF Moura Signal Processing, IEEE Transactions on 62 (12), 3042 - 3054, 2014	921	2014
Big data analysis with signal processing on graphs: Representation and processing of massive data sets with irregular structure A Sandryhaila, JMF Moura IEEE signal processing magazine 31 (5), 80-90, 2014	896	2014
Distributed consensus algorithms in sensor networks with imperfect communication: Link failures and channel noise S Kar, JMF Moura IEEE Transactions on Signal Processing 57 (1), 355-369, 2008	817	2008
Explainable machine learning in deployment U Bhatt, A Xiang, S Sharma, A Weller, A Taly, Y Jia, J Ghosh, R Puri, ... Proceedings of the 2020 conference on fairness, accountability, and …, 2020	743	2020
Fast distributed gradient methods D Jakovetic, J Xavier, JMF Moura Automatic Control, IEEE Transactions on 59 (5), 1131-1146, 2011	695	2011
Adversarial multiple source domain adaptation H Zhao, S Zhang, G Wu, JMF Moura, JP Costeira, GJ Gordon Advances in neural information processing systems 31, 2018	630	2018
Distributing the Kalman filter for large-scale systems UA Khan, JMF Moura IEEE transactions on signal processing 56 (10), 4919-4935, 2008	561	2008
Distributed parameter estimation in sensor networks: Nonlinear observation models and imperfect communication S Kar, JMF Moura, K Ramanan IEEE Transactions on Information Theory 58 (6), 3575-3605, 2012	515	2012
Distributed consensus algorithms in sensor networks: Quantized data and random link failures S Kar, JMF Moura IEEE Transactions on Signal Processing 58 (3), 1383-1400, 2009	476	2009
Learning cooperative visual dialog agents with deep reinforcement learning A Das, S Kottur, JMF Moura, S Lee, D Batra Proceedings of the IEEE international conference on computer vision, 2951-2960, 2017	471	2017
Topology adaptive graph convolutional networks J Du, S Zhang, G Wu, JMF Moura, S Kar arXiv preprint arXiv:1710.10370, 2017	381	2017
Distributed sensor localization in random environments using minimal number of anchor nodes UA Khan, S Kar, JMF Moura IEEE Transactions on Signal Processing 57 (5), 2000-2016, 2009	380	2009
Modeling of future cyber–physical energy systems for distributed sensing and control MD Ilić, L Xie, UA Khan, JMF Moura IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2010	350	2010
STACS: New active contour scheme for cardiac MR image segmentation C Pluempitiwiriyawej, JMF Moura, YJL Wu, C Ho IEEE transactions on medical imaging 24 (5), 593-603, 2005	324	2005
Adversarial geometry-aware human motion prediction LY Gui, YX Wang, X Liang, JMF Moura Proceedings of the european conference on computer vision (ECCV), 786-803, 2018	304	2018

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