Reshad Hosseini

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Suvrit SraTUM and MITVerified email at mit.edu
Hadi MoradiSchool of ECE, University of TehranVerified email at ut.ac.ir
Matthias BethgeTübingen University & Maddox Co-FounderVerified email at bethgelab.org
Babak N AraabiProfessor of ECE, University of TehranVerified email at ut.ac.ir
Zahra Mousavi Kouzehkananz_mousavi@ut.ac.ir PhD candidateVerified email at ut.ac.ir
Pourya Habib ZadehGraduate student, MITVerified email at mit.edu
Sm NasiriSchool of Electrical and Computer Eng., University of Tehran, Tehran IranVerified email at ut.ac.ir
Sajad TavakoliPhD student at DTU - Technical University of DenmarkVerified email at dtu.dk
Majid Nili AhmadabadiProfessor of ECE, University of TehranVerified email at ut.ac.ir
Lucas TheisGoogleVerified email at google.com
Mohammad Hossein NasseriPh.D. Student at University of Tehran, School of Electrical and Computer EngineeringVerified email at ut.ac.ir
Arash MehrjouETH Zürich - Max Planck InstituteVerified email at tuebingen.mpg.de
Hadi AsheriPhD Candidate, University of TehranVerified email at ut.ac.ir
Peyman RostamiM.S. Graduated of Mechanical Engineering, Sharif University of ThechnologyVerified email at mech.sharif.edu
Yeganeh MadadiAssistant Professor of Computer Science at Appalachian State University, NC, USAVerified email at appstate.edu
Vahid SeydiUniversity of Bangor, UKVerified email at bangor.ac.uk
S.Fatemeh RazaviUniversity of TehranVerified email at ut.ac.ir
Maryam HashemzadehMontreal Institute of Learning Algorithms (Mila)Verified email at mila.quebec
Peyman BaghershahiPhD Student of Computer Science, University of Illinois ChicagoVerified email at uic.edu
Fabian SinzProfessor for Machine Learning, University GöttingenVerified email at cs.uni-goettingen.de

Reshad Hosseini

Assistant Professor, Machine Learning and Robotics Group, University of Tehran

Verified email at tuebingen.mpg.de - Homepage

Machine Learning Machine Vision Optimization Computational Neuroscience Wavelet


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Results of the GREAT08 Challenge★: an image analysis competition for cosmological lensing S Bridle, ST Balan, M Bethge, M Gentile, S Harmeling, C Heymans, ... Monthly Notices of the Royal Astronomical Society 405 (3), 2044-2061, 2010	247	2010
Geometric Mean Metric Learning PH Zadeh, R Hosseini, S Sra International Conference on Machine Learning, 2016	215	2016
Conic geometric optimization on the manifold of positive definite matrices S Sra, R Hosseini SIAM Journal on Optimization 25 (1), 713-739, 2015	178	2015
Matrix manifold optimization for Gaussian mixtures R Hosseini, S Sra Advances in neural information processing systems 28, 2015	118	2015
A large dataset of white blood cells containing cell locations and types, along with segmented nuclei and cytoplasm ZM Kouzehkanan, S Saghari, S Tavakoli, P Rostami, M Abaszadeh, ... Scientific reports 12 (1), 1123, 2022	92*	2022
New segmentation and feature extraction algorithm for classification of white blood cells in peripheral smear images S Tavakoli, A Ghaffari, ZM Kouzehkanan, R Hosseini Scientific Reports 11 (1), 19428, 2021	79	2021
An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization R Hosseini, S Sra Mathematical programming 181 (1), 187-223, 2020	75	2020
Improved Bayesian information criterion for mixture model selection A Mehrjou, R Hosseini, BN Araabi Pattern Recognition Letters 69, 22-27, 2016	58	2016
Gravitational lensing accuracy testing 2010 (GREAT10) challenge handbook T Kitching, A Amara, M Gill, S Harmeling, C Heymans, R Massey, B Rowe, ... The Annals of Applied Statistics, 2231-2263, 2011	46	2011
Deep visual unsupervised domain adaptation for classification tasks: a survey Y Madadi, V Seydi, K Nasrollahi, R Hosseini, TB Moeslund IET Image Processing 14 (14), 3283-3299, 2020	35	2020
Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations L Theis, R Hosseini, M Bethge PloS ONE 7 (7), 2012	35	2012
Deep-rbf networks revisited: Robust classification with rejection PH Zadeh, R Hosseini, S Sra arXiv preprint arXiv:1812.03190, 2018	34	2018
Geometric optimisation on positive definite matrices for elliptically contoured distributions S Sra, R Hosseini Advances in Neural Information Processing Systems 26, 2013	34	2013
Self-attention presents low-dimensional knowledge graph embeddings for link prediction P Baghershahi, R Hosseini, H Moradi Knowledge-Based Systems 260, 110124, 2023	33	2023
Wavelet based fingerprint image enhancement S Hatami, R Hosseini, M Kamarei, H Ahmadi 2005 IEEE International Symposium on Circuits and Systems (ISCAS), 4610-4613, 2005	31	2005
A new EM algorithm for flexibly tied GMMs with large number of components H Asheri, R Hosseini, BN Araabi Pattern recognition 114, 107836, 2021	29	2021
Power line detection and tracking using hough transform and particle filter MH Nasseri, H Moradi, SM Nasiri, R Hosseini 2018 6th RSI International Conference on Robotics and Mechatronics (IcRoM …, 2018	24	2018
Lower bounds on the redundancy of natural images R Hosseini, F Sinz, M Bethge Vision research 50 (22), 2213-2222, 2010	23	2010
Geometric Optimization in Machine Learning S Sra, R Hosseini Algorithmic Advances in Riemannian Geometry and Applications, 73-91, 2016	21	2016
Early screening of autism spectrum disorder using cry features A Khozaei, H Moradi, R Hosseini, H Pouretemad, B Eskandari PloS one 15 (12), e0241690, 2020	20	2020

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