Reshad Hosseini

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Venues

CoRR

IET Image Process.

Pattern Recognit.

Pattern Recognit. Lett.

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Erfan Salehi, Ali Aghagolzadeh, Reshad Hosseini
Stereo-RIVO: Stereo-Robust Indirect Visual Odometry. J. Intell. Robotic Syst. 110 (3) (2024)
Mohammad Pasande, Reshad Hosseini, Babak Nadjar Araabi
Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models. Pattern Recognit. Lett. 178 (2024)
Erfan Salehi, Ali Aghagolzadeh, Reshad Hosseini
Stereo-RSSF: stereo robust sparse scene-flow estimation. Vis. Comput. 40 (9) (2024)
Seyedeh Fatemeh Razavi, Reshad Hosseini, Tina Behzad
FRMDN: Flow-based Recurrent Mixture Density Network. Expert Syst. Appl. 237 (Part A) (2024)
Mohammad Hamed, Reshad Hosseini
Riemannian Preconditioned Coordinate Descent for Low Multilinear Rank Approximation. SIAM J. Matrix Anal. Appl. 45 (2) (2024)
Mohammad Mahdi Afrasiabi, Reshad Hosseini, Aliazam Abbasfar
Combination of Single and Multi-frame Image Super-resolution: An Analytical Perspective. CoRR (2023)
Mohammad Hossein Nasseri, Mohammadreza Babaee, Hadi Moradi, Reshad Hosseini
Online relational tracking with camera motion suppression. J. Vis. Commun. Image Represent. 90 (2023)
Sajjad Abdi Dehsorkh, Reshad Hosseini
Predicting the neural response of primary visual cortex (v1) using deep learning approach. CSICC (2023)
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
The optimal triangulation method is not really optimal. IET Image Process. 17 (10) (2023)
Seyedeh Fatemeh Razavi, Mohammad Mahdi Mehmanchi, Reshad Hosseini, Mostafa Tavassolipour
Out-of-distribution detection using normalizing flows on the data manifold. CoRR (2023)
Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
Self-attention presents low-dimensional knowledge graph embeddings for link prediction. Knowl. Based Syst. 260 (2023)
Ali Karimi, Seyedeh-Zahra Mousavi Kouzehkanan, Reshad Hosseini, Hadi Asheri
Introducing One Sided Margin Loss for Solving Classification Problems in Deep Networks. CoRR (2022)
Mohammad Hossein Nasseri, Mohammadreza Babaee, Hadi Moradi, Reshad Hosseini
Fast Online and Relational Tracking. CoRR (2022)
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
Multiple-solutions RANSAC for finding axes of symmetry in fragments of objects. Pattern Recognit. 131 (2022)
Mohammad Pasande, Reshad Hosseini, Babak Nadjar Araabi
Stochastic First-Order Learning for Large-Scale Flexibly Tied Gaussian Mixture Model. CoRR (2022)
Seyedeh Fatemeh Razavi, Mohammad Mahdi Mehmanchi, Reshad Hosseini, Mostafa Tavassolipour
Joint Manifold Learning and Density Estimation Using Normalizing Flows. CoRR (2022)
Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition. CoRR (2022)
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
Optimal Triangulation Method is Not Really Optimal. CoRR (2021)
Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction. CoRR (2021)
Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. ACML (2021)
Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. CoRR (2021)
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
Solving Viewing Graph Optimization for Simultaneous Position and Rotation Registration. CoRR (2021)
Seyed Mehdi Nasiri, Reshad Hosseini, Hadi Moradi
Novel Parameterization for Gauss-Newton Methods in 3-D Pose Graph Optimization. IEEE Trans. Robotics 37 (3) (2021)
Aida Khozaei, Hadi Moradi, Reshad Hosseini
Learning with partially separable data. CoRR (2021)
Reza Godaz, Reza Monsefi, Faezeh Toutounian, Reshad Hosseini
Accurate and fast matrix factorization for low-rank learning. CoRR (2021)
Hadi Asheri, Reshad Hosseini, Babak Nadjar Araabi
A new EM algorithm for flexibly tied GMMs with large number of components. Pattern Recognit. 114 (2021)
Romina Oji, Seyedeh Fatemeh Razavi, Sajjad Abdi Dehsorkh, Alireza Hariri, Hadi Asheri, Reshad Hosseini
PerSpeechNorm: A Persian Toolkit for Speech Processing Normalization. CoRR (2021)
Mohammad Hossein Nasseri, Hadi Moradi, Reshad Hosseini, Mohammadreza Babaee
Simple online and real-time tracking with occlusion handling. CoRR (2021)
Seyedeh Fatemeh Razavi, Reshad Hosseini
FRMDN: Flow-based Recurrent Mixture Density Network. CoRR (2020)
Yeganeh Madadi, Vahid Seydi, Kamal Nasrollahi, Reshad Hosseini, Thomas B. Moeslund
Deep visual unsupervised domain adaptation for classification tasks: a survey. IET Image Process. 14 (14) (2020)
Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi
Clustering subspace generalization to obtain faster reinforcement learning. Evol. Syst. 11 (1) (2020)
Reshad Hosseini, Suvrit Sra
An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization. Math. Program. 181 (1) (2020)
Milad Ghorbani, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmadabadi
Reinforcement Learning with Subspaces using Free Energy Paradigm. CoRR (2020)
Seyedeh-Zahra Mousavi Kouzehkanan, Reshad Hosseini, Babak Nadjar Araabi
Contour Integration using Graph-Cut and Non-Classical Receptive Field. CoRR (2020)
Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi
Exploiting Generalization in the Subspaces for Faster Model-Based Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 30 (6) (2019)
Taraneh Younesian, Saeed Masoudnia, Reshad Hosseini, Babak Nadjar Araabi
Active Transfer Learning for Persian Offline Signature Verification. CoRR (2019)
Seyed Mehdi Nasiri, Reshad Hosseini, Hadi Moradi
A Recursive Least Square Method for 3D Pose Graph Optimization Problem. CoRR (2018)
Seyed Mehdi Nasiri, Hadi Moradi, Reshad Hosseini
A Linear Least Square Initialization Method for 3D Pose Graph Optimization Problem. ICRA (2018)
Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra
Deep-RBF Networks Revisited: Robust Classification with Rejection. CoRR (2018)
Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi
Exploiting generalization in the subspaces for faster model-based learning. CoRR (2017)
Reshad Hosseini, Suvrit Sra
An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization. CoRR (2017)
Pourya Zadeh, Reshad Hosseini
Expected Logarithm of Central Quadratic Form and Its Use in KL-Divergence of Some Distributions. Entropy 18 (8) (2016)
Reshad Hosseini, Suvrit Sra, Lucas Theis, Matthias Bethge
Inference and mixture modeling with the Elliptical Gamma Distribution. Comput. Stat. Data Anal. 101 (2016)
Arash Mehrjou, Reshad Hosseini, Babak Nadjar Araabi
Improved Bayesian information criterion for mixture model selection. Pattern Recognit. Lett. 69 (2016)
Pourya Zadeh, Reshad Hosseini, Suvrit Sra
Geometric Mean Metric Learning. ICML (2016)
Pourya Zadeh, Reshad Hosseini, Suvrit Sra
Geometric Mean Metric Learning. CoRR (2016)
Reshad Hosseini, Mohamadreza Mash'al
MixEst: An Estimation Toolbox for Mixture Models. CoRR (2015)
Suvrit Sra, Reshad Hosseini, Lucas Theis, Matthias Bethge
Data modeling with the elliptical gamma distribution. AISTATS (2015)
Suvrit Sra, Reshad Hosseini
Conic Geometric Optimization on the Manifold of Positive Definite Matrices. SIAM J. Optim. 25 (1) (2015)
Reshad Hosseini, Suvrit Sra
Manifold Optimization for Gaussian Mixture Models. CoRR (2015)
Reshad Hosseini, Suvrit Sra
Matrix Manifold Optimization for Gaussian Mixtures. NIPS (2015)
Suvrit Sra, Reshad Hosseini
Geometric optimisation on positive definite matrices for elliptically contoured distributions. NIPS (2013)
Safar Hatami, Reshad Hosseini, Mahmoud Kamarei, Hossein Ahmadi
Wavelet based fingerprint image enhancement. ISCAS (5) (2005)

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Publication Activity (10 Years)

Top Topics

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Reshad Hosseini