Shahin Sefati

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Noah J. CowanProfessor of Mechanical Engineering, Johns Hopkins UniversityEmail verificata su jhu.edu
Rene VidalRachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCEEmail verificata su seas.upenn.edu
Mustafa Mert AnkaraliAssociate Professor, Electrical & Electronics Eng., Middle East Technical UniversityEmail verificata su metu.edu.tr
Eatai RothAssistant Professor, Indiana UniversityEmail verificata su iu.edu
Manu S MadhavAssistant Professor, University of British ColumbiaEmail verificata su ubc.ca
Gregory HagerMandell Bellmore Professor of Computer Science, Johns Hopkins UniversityEmail verificata su cs.jhu.edu
Malcolm A MacIverProfessor of Mechanical Engineering, Biomedical Engineering, Neurobiology, and Computer ScienceEmail verificata su northwestern.edu
Izaak D NevelnGeorgia Institute of TechnologyEmail verificata su gatech.edu
Luca ZappellaMachine Learning Research ManagerEmail verificata su apple.com
Colin LeaAppleEmail verificata su apple.com
Lingling TaoFacebook Reality LabsEmail verificata su oculus.com
Narges AhmidiJohns Hopkins UniversityEmail verificata su jhu.edu
Sanjeev KhudanpurThe Johns Hopkins UniversityEmail verificata su jhu.edu
Yixin GaoDept. of Computer Science, Johns Hopkins UniversityEmail verificata su jhu.edu
Simon SponbergRobinson Assc. Professor in Complex Systems, Schools of Physics and Biological SciencesEmail verificata su physics.gatech.edu
Amy J BastianKennedy Krieger Institute / Johns Hopkins School of MedicineEmail verificata su kennedykrieger.org
Ziwei ZhuAssistant Professor at George Mason UniversityEmail verificata su gmu.edu
Shahriar SefatiZoox, Inc., Johns Hopkins UniversityEmail verificata su zoox.com
Russell H. TaylorJohn C. Malone Professor of Computer Science, Johns Hopkins UniversityEmail verificata su jhu.edu
Jan NeumannExecutive Director, Applied AI & Discovery, ComcastEmail verificata su cable.comcast.com

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Shahin Sefati

Facebook AI

Email verificata su jhu.edu

Machine Learning


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
A dataset and benchmarks for segmentation and recognition of gestures in robotic surgery N Ahmidi, L Tao, S Sefati, Y Gao, C Lea, BB Haro, L Zappella, ... IEEE Transactions on Biomedical Engineering 64 (9), 2025-2041, 2017	281	2017
Feedback control as a framework for understanding tradeoffs in biology NJ Cowan, MM Ankarali, JP Dyhr, MS Madhav, E Roth, S Sefati, ... Integrative and Comparative Biology, icu050, 2014	139	2014
Mutually opposing forces during locomotion can eliminate the tradeoff between maneuverability and stability S Sefati, ID Neveln, E Roth, TRT Mitchell, JB Snyder, MA MacIver, ... Proceedings of the National Academy of Sciences 110 (47), 18798-18803, 2013	106	2013
Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation Z Zhu, S Sefati, P Saadatpanah, J Caverlee 43rd International ACM SIGIR conference on Research and Development in …, 2020	89	2020
Counter-propagating waves enhance maneuverability and stability: a bio-inspired strategy for robotic ribbon-fin propulsion S Sefati, I Neveln, MA MacIver, ES Fortune, NJ Cowan 2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and …, 2012	44	2012
End-to-end fine-grained action segmentation and recognition using conditional random field models and discriminative sparse coding E Mavroudi, D Bhaskara, S Sefati, H Ali, R Vidal 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1558-1567, 2018	39	2018
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding E Mavroudi, D Bhaskara, S Sefati, H Ali, R Vidal arXiv preprint arXiv:1801.09571, 2018	39	2018
Walking dynamics are symmetric (enough) MM Ankaralı, S Sefati, MS Madhav, A Long, AJ Bastian, NJ Cowan Journal of The Royal Society Interface 12 (108), 20150209, 2015	39*	2015
Linear systems with sparse inputs: Observability and input recovery S Sefati, NJ Cowan, R Vidal 2015 American Control Conference (ACC), 5251-5257, 2015	27	2015
TorchRec: a PyTorch Domain Library for Recommendation Systems D Ivchenko, D Van Der Staay, C Taylor, X Liu, W Feng, R Kindi, ... Proceedings of the 16th ACM Conference on Recommender Systems, 482-483, 2022	26	2022
Learning Shared, Discriminative Dictionaries for Surgical Gesture Segmentation and Classification S Sefati, NJ Cowan, R Vidal MICCAI 6th Workshop on Modeling and Monitoring of Computer Assisted …, 2015	26	2015
Variability in locomotor dynamics reveals the critical role of feedback in task control I Uyanik, S Sefati, SA Stamper, KA Cho, MM Ankarali, ES Fortune, ... Elife 9, e51219, 2020	25	2020
Learning to Detect Collisions for Continuum Manipulators without a Prior Model S Sefati, S Sefati, I Iordachita, RH Taylor, M Armand International Conference on Medical Image Computing and Computer-Assisted …, 2019	12	2019
Snake robot uncovers secrets to sidewinders’ maneuverability SA Stamper, S Sefati, NJ Cowan Proceedings of the National Academy of Sciences 112 (19), 5870-5871, 2015	6	2015
Assessing the quality of force feedback in soft tissue simulation E Basafa, S Sefati, AM Okamura 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011	5	2011
Counter-propagating waves in the ribbon fin of Eigenmannia virescens enhance maneuverability S Sefati, ES Fortune, NJ Cowan The Society for Integrative and Comparative Biology, Seattle, WA, 2010	5	2010
Conversational content discovery via comcast X1 voice interface S Sefati, P Saadatpanah, H Sayyadi, J Neumann Proceedings of the 12th ACM Conference on Recommender Systems, 489-489, 2018	3	2018
Ultrasound elastography using regularized phase-zero cost function initialized with dynamic programming S Sefati, H Rivaz, E Boctor, G Hager Medical Imaging 2011: Ultrasonic Imaging, Tomography, and Therapy 7968, 79681D, 2011	3	2011
TV and Movie Recommendations: The Comcast Case S Sefati, J Neumann, H Sayyadi Collaborative Recommendations, 465-479, 2018	1	2018
Mutually opposing forces during locomotion can eliminate the tradeoff between maneuverability and stability N Cowan, S Sefati, I Neveln, E Roth, T Mitchell, J Snyder, M MacIver, ... APS Meeting Abstracts, 2016		2016

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