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Reshad Hosseini

Assistant Professor

Update: 2025-03-05

Reshad Hosseini

College of Engineering / Electrical and Computer ENG

Journal Paper

  1. "Learning from different perspectives for regret reduction in reinforcement learning: A free energy approach"
    Milad Ghorbani, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmad Abadi
    NEUROCOMPUTING, Vol. 614, 2025
  2. "Enhancing Bit-Flip Resilience With Bit Homogeneity for Neural Networks"
    Maryam Eslami, Yuhao Liu, Salim Ullah, Mostafa Ersali, Reshad Hosseini, Seyed Ahmad Mirsalari, Akash Kumar
    IEEE Embedded Systems Letters, Vol. 16, No 4, 2024
  3. "A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding"
    Mohammad Mahdi Afrasiabi Gonbadani, Reshad Hosseini, Aliazam Abbasfar
    SIGNAL PROCESSING-IMAGE COMMUNICATION, Vol. 130, 2024
  4. "Stereo-RIVO: Stereo-Robust Indirect Visual Odometry"
    Erfan Salehi, Ali Aghagolzadeh, Reshad Hosseini
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, Vol. 110, 2024
  5. "Riemannian Preconditioned Coordinate Descent for Low Multilinear Rank Approximation"
    Mohammad HAMED, Reshad Hosseini
    SIAM Journal on Matrix Analysis and Applications, Vol. 45, No 2, 2024
  6. "Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models"
    Mohammad Pasande, Reshad Hosseini, Babak Nadjar Araabi
    PATTERN RECOGNITION LETTERS, Vol. 178, pp.138-1344, 2024
  7. "Stereo-RSSF: stereo robust sparse scene-flow estimation"
    Erfan Salehi, Ali Aghagolzadeh, Reshad Hosseini
    VISUAL COMPUTER, Vol. xx, 2023
  8. "FRMDN: Flow-based recurrent mixture density network"
    Seyede Fateme Razavi, Reshad Hosseini, Tina Behzad
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 237, 2023
  9. "The optimal triangulation method is not really optimal"
    Seyed-Mahdi Nasiri, Reshad Hosseini, Manouchehr Moradisabzevar
    IET Image Processing, Vol. ---, 2023
  10. "Key Propelling of Customer Lifetime Value in Iranian Sports Clubs"
    Moahrokh Rajabi Asli, Mozhgan Khodamoradpoor, mozafar Yektayar, Reshad Hosseini
    Sports Business Journal, Vol. 3, No 2, 2023
  11. "Self-attention presents low-dimensional knowledge graph embeddings for link prediction"
    Peyman Baghershahi, Reshad Hosseini, Manouchehr Moradisabzevar
    KNOWLEDGE-BASED SYSTEMS, Vol. 260, 2023
  12. "Online relational tracking with camera motion suppression.."
    Mohammad HosseinNasseri, Mohammadreza Babaee, Manouchehr Moradisabzevar, Reshad Hosseini
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, Vol. 90, No 2023, 2022
  13. "Multiple-solutions RANSAC for finding axes of symmetry in fragments of objects"
    Seyed- MahdiNasiri, Reshad Hosseini, Manouchehr Moradisabzevar
    PATTERN RECOGNITION, Vol. 131, No 2022, 2022
  14. "A large dataset of white blood cells containing cell locations and types, along with segmented nuclei and cytoplasm"
    Zahra Mousavi Kouzehkanan, Sepehr Saghari, sajad Tavakoli, Peyman Rostami, Mohammadjavad Abaszadeh, Farzaneh Mirzadeh, Esmaeil Shahabi satlsai, Maryam Gheidishahran, Fatemeh Gorgi, Saeed Mohammadi, Reshad Hosseini
    Scientific Reports, Vol. 12, No 1123, 2022
  15. "Single-View 3d Reconstruction of Surface of Revolution"
    Seyed-Mohammad Hossein Hosseini, Seyed-Mahdi Nasiri, Reshad Hosseini, Manouchehr Moradisabzevar
    PATTERN RECOGNITION LETTERS, Vol. 2022, 2022
  16. "Accurate and fast matrix factorization for low-rank learning"
    Reza Godaz, Reza Monsefi, Faezeh Toutounian, Reshad Hosseini
    Journal of Mathematical Modeling, Vol. xx, 2021
  17. "New segmentation and feature extraction algorithm for classification of white blood cells in peripheral smear images"
    Sajad Tavakoli, Ali Qaffari, Zahra Mousavi, Reshad Hosseini
    Scientific Reports, Vol. 11, No 1, 2021
  18. "Multi-source domain adaptation-based low-rank representation and correlation alignment"
    Yeganeh Madadi, Vahid Seydi, Reshad Hosseini
    International Journal of Computers and Applications, Vol. 00, pp.1-8, 2021
  19. "A New EM Algorithm for Flexibly Tied GMMs with Large Number of Components"
    Hadi Asheri, Reshad Hosseini, Babak Nadjar Araabi
    PATTERN RECOGNITION, Vol. 114, 2021
  20. "Early screening of autism spectrum disorder using cry features"
    Aida , Khozaei, Manouchehr Moradisabzevar, Reshad Hosseini, Hamidreza Pouretemad
    PLoS One, Vol. 15, No 12, 2020
  21. "Novel Parameterization for Gauss–Newton Methods in 3-D Pose Graph Optimization"
    Seyed-Mahdi Nasiri, Reshad Hosseini, Manouchehr Moradisabzevar
    IEEE TRANSACTIONS ON ROBOTICS, Vol. ---, pp.1-18, 2020
  22. "Deep visual unsupervised domain adaptation for classification tasks: a survey"
    Yeganeh Madadi, Vahid Seydi, Kamal Nasrollahi, Reshad Hosseini, Thomas Moeslund
    IET Image Processing, Vol. --, 2020
  23. "Clustering subspace generalization to obtain faster reinforcement learning"
    Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmad Abadi
    EVOLVING SYSTEMS, Vol. 10, No 1, 2019
  24. "An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization"
    Reshad Hosseini, Suvrit Sra
    MATHEMATICAL PROGRAMMING, Vol. 179, No 1, 2019
  25. "Exploiting Generalization in the Subspaces for Faster Model-Based Reinforcement Learning.."
    Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmad Abadi
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. --, 2018
  26. "Inference and mixture modeling with the Elliptical Gamma Distribution"
    Reshad Hosseini, Suvrit Sra, Lucas Theis, Matthias Bethge
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, Vol. 101, No 1, pp.29-43, 2016
  27. "Expected Logarithm of Central Quadratic Form and Its Use in KL-Divergence of Some Distributions"
    Pourya Habib Zadeh, Reshad Hosseini
    ENTROPY, Vol. 18, No 8, 2016
  28. "Improved Bayesian Information Criterion for Mixture Model Selection"
    Arash Mehrjou, Reshad Hosseini, Babak Nadjar Araabi
    PATTERN RECOGNITION LETTERS, Vol. 69, No 1, pp.22-27, 2015
  29. "Conic geometric optimisation on the manifold of positive definite matrices"
    Suvrit Sra, Reshad Hosseini
    SIAM JOURNAL ON OPTIMIZATION, Vol. xx, 2015
  30. "Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations"
    Lucas Theis, Reshad Hosseini, Matthias Bethge
    PLoS One, Vol. 7, No 7, 2012
  31. "Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook"
    Thomas Kitching, Adam Amara, mandeep Gill, Stefan Harmeling, Catherine Heymans, Richard Massey, Barnaby Rowe, Tim Schrabback, Lisa Voigt, Sreekumar T. Balan, Gary Bernstein, Matthias Bethge, Sarah Bridle, Frederic Courbin, Marc Gentile, Alan Heavens, Michael Hirsch, Reshad Hosseini
    Annals of Applied Statistics, Vol. 5, No 3, pp.2231-2263, 2011
  32. "Lower bounds on the redundancy of natural images"
    Reshad Hosseini, Fabian Sinz, Matthias Bethge
    VISION RESEARCH, Vol. 50, No 22, pp.2213-2222, 2010
  33. "Results of the GREAT08 Challenge★: an image analysis competition for cosmological lensing"
    Sarah Bridle, Sreekumar T. Balan, Matthias Bethge, Marc Gentile, Stefan Harmeling, Catherine Heymans, Michael Hirsch, Reshad Hosseini, Mike Jarvis, Donnacha Kirk, Thomas Kitching, Konrad Kuijken
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, Vol. 405, 2010
  34. "Identifying Leading Indicators in Determining Customer Lifetime Value In Sports Clubs"
    Mahrokh Rajabi, Mozhgan Khodamoradpour, mozafar Yektayar, Reshad Hosseini
    Quarterly Journal of Knowledge Management in Sports, Vol. 2, No 3, 2023

Conference Paper

  1. "MONO: Enhancing Bit-Flip Resilience with Bit Homogeneity for Neural Networks"
    Maryam Eslami, Yuhao Liu, Salim Ullah, Mostafa Ersali, Reshad Hosseini, Seyed Ahmad Mirsalari, Akash Kumar
    22nd International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2024), 2024
  2. "High-Resolution Remote Sensing Image Captioning Based on Structured Attention and SAM Network"
    Yasin Riyazi, Seyedmostafa Sajadi, Abbas Zohrevand, Reshad Hosseini
    2024 32nd International Conference on Electrical Engineering, 2024
  3. "Density estimation helps adversarial robustness"
    Afsaneh Hasanebrahimi, Bahare Kaviani baghbadorani, Reshad Hosseini, Ahmad Kalhor
    2023 13th International Conference on Computer and Knowledge Engineering (ICCKE), 2023
  4. "Adversarial Robustness Evaluation with Separation Index"
    Bahare Kaviani baghbadorani, Afsaneh Hasanebrahimi, Ahmad Kalhor, Reshad Hosseini
    2023 13th International Conference on Computer and Knowledge Engineering (ICCKE), 2023
  5. "Predicting the neural response of the primary visual cortex (v1) using deep learning approach"
    Sadjad Abdi Dehsorkh, Reshad Hosseini
    28th International Computer Science Conference, Computer Society of Iran, 2023
  6. "ParsiNorm: A Persian Toolkit for Speech Processing Normalization"
    Romina Oji, Seyede Fateme Razavi, Sadjad Abdi Dehsorkh, Alireza Hariri, Hadi Asheri, Reshad Hosseini
    International Conference on Signal Processing and Intelligent Systems, 2021
  7. "Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds"
    Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
    Asian Conference on Machine Learning, 2021
  8. "Active Transfer Learning for Persian Offline Signature Verification"
    Taraneh Younesian, Saeed Massoudnia, Reshad Hosseini, Babak Nadjar Araabi
    2019 4th International Conference on Pattern Recognition and Image Analysis (IPRIA), 2019
  9. "Power Line Detection and Tracking Using Hough Transform and Particle Filter"
    Mohammad Hosseini Nasseri, Manouchehr Moradisabzevar, Seyd Mehdi Nasiri, Reshad Hosseini
    RSI International Conference on Robotics and Mechatronics (ICRoM 2018), 2018
  10. "A Linear Least Square Initialization Method for 3D Pose Graph Optimization Problem"
    Seyd Mehdi Nasiri, Manouchehr Moradisabzevar, Reshad Hosseini
    2018 IEEE International Conference on Robotics and Automation (ICRA), 2018
  11. "Geometric Mean Metric Learning"
    Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra
    33rd International Conference on Machine Learning, 2016
  12. "Matrix Manifold Optimization for Gaussian Mixtures"
    Reshad Hosseini, Suvrit Sra
    Neural Information Processing Systems, 2015
  13. "Mixture of ICAs model for natural images solved by manifold optimization method"
    Arash Mehrjou, Reshad Hosseini, Babak Nadjar Araabi
    Information and Knowledge Technology (IKT), 2015 7th Conference on, 2015
  14. "K-means++ for Mixtures of von Mises-Fisher Distributions"
    Mohamadreza Mash'al, Reshad Hosseini
    Information and Knowledge Technology (IKT), 2015 7th Conference on, 2015
  15. "Separation of multiplicative image components by Bayesian independent component analysis"
    Arash Mehrjou, Babak Nadjar Araabi, Reshad Hosseini
    Pattern Recognition and Image Analysis (IPRIA), 2015 2nd International Conference on, 2015
  16. "Data modeling with the elliptical gamma distribution"
    Suvrit Sra, Reshad Hosseini, Lucas Theis, Matthias Bethge
    The 18th International Conference on Artificial Intelligence and Statistics, 2015
  17. "Geometric optimisation on positive definite matrices with application to elliptically contoured distributions"
    Suvrit Sra, Reshad Hosseini
    Neural Information Processing Systems, 2013
  18. "Validating psychophysics experiments using EMPATH model for investigating holistic nature of facial expression recognition"
    Akbar Mirzaei, Reshad Hosseini
    International Conference on Computer Engineering & IT, 2016
  19. "Increasing the Learning Speed using the estimated model"
    Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmad Abadi
    21st International CSI Computer Conference, 2016