Reshad Hosseini

发表

Geometric optimisation on positive definite matrices with application to elliptically contoured distributions

S. Sra, Reshad Hosseini, 2013, NIPS 2013.

Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations

M. Bethge, Reshad Hosseini, Lucas Theis, 2011, PloS one.

Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook

M. Bethge, B. Schölkopf, B. Moghaddam, 2010, 1009.0779.

Geometric optimisation on positive definite matrices for elliptically contoured distributions

Suvrit Sra, Reshad Hosseini, S. Sra, 2013, NIPS.

Hierachical Models of Natural Images

M. Bethge, Reshad Hosseini, 2009 .

Results of the GREAT08 Challenge?: an image analysis competition for cosmological lensing: Results o

M. Bethge, B. Schölkopf, B. Moghaddam, 2009, 0908.0945.

Separation of multiplicative image components by Bayesian Independent Component Analysis

Reshad Hosseini, B. Araabi, A. Mehrjou, 2015, 2015 2nd International Conference on Pattern Recognition and Image Analysis (IPRIA).

Spectral Stacking: Unbiased Shear Estimation for Weak Gravitational Lensing

M. Bethge, Reshad Hosseini, 2009 .

Statistical inference with the Elliptical Gamma Distribution

Matthias Bethge, Suvrit Sra, Reshad Hosseini, 2014 .

Early screening of autism spectrum disorder using cry features

Reshad Hosseini, H. Moradi, H. Pouretemad, 2020, PloS one.

Early screening of autism spectrum disorder using cry features

Reshad Hosseini, H. Moradi, H. Pouretemad, 2020, PloS one.

K-means++ for mixtures of von Mises-Fisher Distributions

Reshad Hosseini, Mohamadreza Mash'al, Reshad Hosseini, 2015, 2015 7th Conference on Information and Knowledge Technology (IKT).

Introducing One Sided Margin Loss for Solving Classification Problems in Deep Networks

Seyedeh-Zahra Mousavi Kouzehkanan, Reshad Hosseini, Ali Karimi, 2022, ArXiv.

Multiple-solutions RANSAC for finding axes of symmetry in fragments of objects

Reshad Hosseini, H. Moradi, S. Nasiri, 2022, Pattern Recognit..

Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction

Reshad Hosseini, H. Moradi, Peyman Baghershahi, 2021, ArXiv.

CHALLENGE HANDBOOK

Henriksson, M. Bethge, B. Schölkopf, 2020 .

Fast Online and Relational Tracking

Reshad Hosseini, H. Moradi, M. Babaee, 2022, ArXiv.

Stochastic First-Order Learning for Large-Scale Flexibly Tied Gaussian Mixture Model

Reshad Hosseini, B. Araabi, Mohammad Pasande, 2022, 2212.05402.

An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization

S. Sra, Reshad Hosseini, 2019, Mathematical Programming.

Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds pdf

Fakhri Karray, Reshad Hosseini, Reza Monsefi, 2021, ArXiv.

Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition

Reshad Hosseini, H. Moradi, Peyman Baghershahi, 2022, 2212.05581.

Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction

Reshad Hosseini, H. Moradi, Peyman Baghershahi, 2021, Knowl. Based Syst..

A new EM algorithm for flexibly tied GMMs with large number of components

Babak Nadjar Araabi, Reshad Hosseini, Hadi Asheri, 2021, Pattern Recognit..

Natural Image Modelling using Mixture Models with compression as an application

Reshad Hosseini, Reshad Hosseini, 2012 .

Exploiting generalization in the subspaces for faster model-based learning pdf

Majid Nili Ahmadabadi, Reshad Hosseini, Maryam Hashemzadeh, 2017, ArXiv.

Exploiting Generalization in the Subspaces for Faster Model-Based Reinforcement Learning

Majid Nili Ahmadabadi, Reshad Hosseini, Maryam Hashemzadeh, 2019, IEEE Transactions on Neural Networks and Learning Systems.

An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization

Suvrit Sra, Reshad Hosseini, S. Sra, 2017, Mathematical Programming.

Recent Advances in Stochastic Riemannian Optimization

Suvrit Sra, Reshad Hosseini, S. Sra, 2020 .

Matrix Manifold Optimization for Gaussian Mixtures

Suvrit Sra, Reshad Hosseini, S. Sra, 2015, NIPS.

Expected Logarithm of Central Quadratic Form and Its Use in KL-Divergence of Some Distributions

Reshad Hosseini, Pourya Zadeh, Reshad Hosseini, 2016, Entropy.

New segmentation and feature extraction algorithm for classification of white blood cells in peripheral smear images

Zahra Mousavi Kouzehkanan, Reshad Hosseini, A. Ghaffari, 2021, Scientific Reports.

Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition

Reshad Hosseini, H. Moradi, Peyman Baghershahi, 2022, ArXiv.

Lower bounds on the redundancy of natural images

Matthias Bethge, Reshad Hosseini, Fabian Sinz, 2010, Vision Research.

Raabin-WBC: a large free access dataset of white blood cells from normal peripheral blood

Zahra Mousavi Kouzehkanan, Esmaeil Shahabi Satlsar, Reshad Hosseini, 2021, bioRxiv.

Optimal Triangulation Method is Not Really Optimal pdf

Hadi Moradi, Reshad Hosseini, Seyed-Mahdi Nasiri, 2021, IET Image Processing.

Accurate and fast matrix factorization for low-rank learning pdf

Reshad Hosseini, Reza Monsefi, Reza Godaz, 2021, ArXiv.

Mixture of ICAs model for natural images solved by manifold optimization method

Babak Nadjar Araabi, Reshad Hosseini, Arash Mehrjou, 2015, 2015 7th Conference on Information and Knowledge Technology (IKT).

Learning with partially separable data pdf

Hadi Moradi, Reshad Hosseini, Aida Khozaei, 2021, ArXiv.

Conic Geometric Optimization on the Manifold of Positive Definite Matrices

Suvrit Sra, Reshad Hosseini, S. Sra, 2013, SIAM J. Optim..

Active Transfer Learning for Persian Offline Signature Verification

Babak Nadjar Araabi, Saeed Masoudnia, Reshad Hosseini, 2019, 2019 4th International Conference on Pattern Recognition and Image Analysis (IPRIA).

A multiscale model of natural images

Matthias Bethge, Reshad Hosseini, Lucas Theis, 2011 .

Geometric Mean Metric Learning pdf

Suvrit Sra, Reshad Hosseini, Pourya Zadeh, 2016, ICML.

Inference and mixture modeling with the Elliptical Gamma Distribution

M. Bethge, S. Sra, Reshad Hosseini, 2014, Comput. Stat. Data Anal..

FRMDN: Flow-based Recurrent Mixture Density Network

Reshad Hosseini, S. Razavi, 2020, Expert Syst. Appl..

Riemannian preconditioned coordinate descent for low multi-linear rank approximation

Reshad Hosseini, Mohammad Hamed Firouzehtarash, Reshad Hosseini, 2021, 2109.01632.

Stochastic First-Order Learning for Large-Scale Flexibly Tied Gaussian Mixture Model

Babak Nadjar Araabi, Reshad Hosseini, Mohammad Pasande, 2022, ArXiv.

Multi-source domain adaptation-based low-rank representation and correlation alignment

Reshad Hosseini, Yeganeh Madadi, Vahid Seydi, 2021, International Journal of Computers and Applications.

Joint Manifold Learning and Density Estimation Using Normalizing Flows

Reshad Hosseini, M. Tavassolipour, S. Razavi, 2022, ArXiv.

Improved Bayesian information criterion for mixture model selection

Babak Nadjar Araabi, Reshad Hosseini, Arash Mehrjou, 2016, Pattern Recognit. Lett..

A large dataset of white blood cells containing cell locations and types, along with segmented nuclei and cytoplasm

Zahra Mousavi Kouzehkanan, Esmaeil Shahabi Satlsar, Reshad Hosseini, 2022, Scientific reports.

A Linear Least Square Initialization Method for 3D Pose Graph Optimization Problem

Hadi Moradi, Reshad Hosseini, Seyed Mehdi Nasiri, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

K-means++ for mixtures of von Mises-Fisher Distributions

Reshad Hosseini, Mohamadreza Mash'al, 2015, 2015 7th Conference on Information and Knowledge Technology (IKT).

MixEst: An Estimation Toolbox for Mixture Models pdf

Reshad Hosseini, Mohamadreza Mash'al, Reshad Hosseini, 2015, ArXiv.

Geometric Optimization in Machine Learning

Suvrit Sra, Reshad Hosseini, S. Sra, 2016 .

Deep-RBF Networks Revisited: Robust Classification with Rejection pdf

Suvrit Sra, Reshad Hosseini, Pourya Habib Zadeh, 2018, ArXiv.

Combination of Single and Multi-frame Image Super-resolution: An Analytical Perspective

Reshad Hosseini, A. Abbasfar, M. Afrasiabi, 2023, ArXiv.

Simple online and real-time tracking with occlusion handling pdf

Hadi Moradi, Reshad Hosseini, Mohammadreza Babaee, 2021, ArXiv.

Solving Viewing Graph Optimization for Simultaneous Position and Rotation Registration pdf

Hadi Moradi, Reshad Hosseini, Seyed-Mahdi Nasiri, 2021, ArXiv.

Out-of-distribution detection using normalizing flows on the data manifold

Reshad Hosseini, S. Razavi, M. Mehmanchi, 2023, ArXiv.

Novel Parameterization for Gauss–Newton Methods in 3-D Pose Graph Optimization

Hadi Moradi, Reshad Hosseini, Seyed-Mahdi Nasiri, 2020, IEEE Transactions on Robotics.

Wavelet based fingerprint image enhancement

Reshad Hosseini, Mahmoud Kamarei, Hossein Ahmadi, 2005, 2005 IEEE International Symposium on Circuits and Systems.