Extending an Anatomy-Aware Framework for Unsupervised Segmentation of Multiple Sclerosis Lesions.

Reshad Hosseini

Seyedeh-Parisa Zarei Hamid Soltanian-Zadeh Reshad Hosseini Extending an Anatomy-Aware Framework for Unsupervised Segmentation of Multiple Sclerosis Lesions. 2026 24942-24953 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3662194 db/journals/access/access14.html#ZareiSH26 streams/journals/access

Alireza Salehi Ehsan Karami Sepehr Noey Sahand Noey Makoto Yamada Reshad Hosseini Mohammad Sabokrou TIPS Over Tricks: Simple Prompts for Effective Zero-shot Anomaly Detection. 2026 February abs/2602.03594 CoRR https://doi.org/10.48550/arXiv.2602.03594 db/journals/corr/corr2602.html#abs-2602-03594 streams/journals/corr

Seyedeh Fatemeh Razavi Mohammad Mahdi Mehmanchi Reshad Hosseini Mostafa Tavassolipour Out-of-distribution detection using normalizing flows on the data manifold. 658 2025 May 55 Appl. Intell. 7 https://doi.org/10.1007/s10489-025-06499-x db/journals/apin/apin55.html#RazaviMHT25 streams/journals/apin

Milad Ghorbani Reshad Hosseini Seyed Pooya Shariatpanahi Majid Nili Ahmadabadi Learning from different perspectives for regret reduction in reinforcement learning: A free energy approach. 128797 2025 614 Neurocomputing https://doi.org/10.1016/j.neucom.2024.128797 db/journals/ijon/ijon614.html#GhorbaniHSA25 streams/journals/ijon

Mohammad Mahdi Afrasiabi Reshad Hosseini Aliazam Abbasfar A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding. 117198 2025 130 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2024.117198 db/journals/spic/spic130.html#AfrasiabiHA25 streams/journals/spic

Hossein Pourmehrani Reshad Hosseini Hadi Moradi Water Flow Detection Device Based on Sound Data Analysis and Machine Learning to Detect Water Leakage. 2025 January abs/2501.11151 CoRR https://doi.org/10.48550/arXiv.2501.11151 db/journals/corr/corr2501.html#abs-2501-11151 streams/journals/corr

Alireza Salehi Mohammadreza Salehi Reshad Hosseini Cees G. M. Snoek Makoto Yamada Mohammad Sabokrou Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections. 2025 April abs/2504.11055 CoRR https://doi.org/10.48550/arXiv.2504.11055 db/journals/corr/corr2504.html#abs-2504-11055 streams/journals/corr

Farshad Sangari Abiz Reshad Hosseini Babak Nadjar Araabi Enhancing Interpretability of Sparse Latent Representations with Class Information. 2025 May abs/2505.14476 CoRR https://doi.org/10.48550/arXiv.2505.14476 db/journals/corr/corr2505.html#abs-2505-14476 streams/journals/corr

Atefeh Irani Maryam S. Mirian Alex Lassooij Reshad Hosseini Hadi Moradi Martin J. McKeown HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment. 2025 September abs/2509.10557 CoRR https://doi.org/10.48550/arXiv.2509.10557 db/journals/corr/corr2509.html#abs-2509-10557 streams/journals/corr

Maryam Eslami Yuhao Liu Salim Ullah Mostafa E. Salehi Reshad Hosseini Seyed Ahmad Mirsalari Akash Kumar 0001 MONO: Enhancing Bit-Flip Resilience With Bit Homogeneity for Neural Networks. 333-336 2024 December 16 IEEE Embed. Syst. Lett. 4 https://doi.org/10.1109/LES.2024.3444921 db/journals/esl/esl16.html#EslamiLUSHMK24 streams/journals/esl

Seyedeh Fatemeh Razavi Reshad Hosseini Tina Behzad FRMDN: Flow-based Recurrent Mixture Density Network. 121360 2024 March 237 Expert Syst. Appl. Part A https://doi.org/10.1016/j.eswa.2023.121360 db/journals/eswa/eswa237.html#RazaviHB24

Erfan Salehi Ali Aghagolzadeh Reshad Hosseini Stereo-RIVO: Stereo-Robust Indirect Visual Odometry. 102 2024 September 110 J. Intell. Robotic Syst. 3 https://doi.org/10.1007/s10846-024-02116-0 db/journals/jirs/jirs110.html#SalehiAH24 streams/journals/jirs

Mohammad Pasande Reshad Hosseini Babak Nadjar Araabi Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models. 138-144 2024 178 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2023.12.021 db/journals/prl/prl178.html#PasandeHA24

Mohammad Hamed Reshad Hosseini Riemannian Preconditioned Coordinate Descent for Low Multilinear Rank Approximation. 1054-1075 2024 45 SIAM J. Matrix Anal. Appl. 2 https://doi.org/10.1137/21m1463896 db/journals/siammax/siammax45.html#HamedH24

Erfan Salehi Ali Aghagolzadeh Reshad Hosseini Stereo-RSSF: stereo robust sparse scene-flow estimation. 5901-5919 2024 September 40 Vis. Comput. 9 https://doi.org/10.1007/s00371-023-03143-y db/journals/vc/vc40.html#SalehiAH24 streams/journals/vc

Yasaman Haghbin Hadi Moradi Reshad Hosseini Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets. 2024 abs/2409.17685 CoRR https://doi.org/10.48550/arXiv.2409.17685 db/journals/corr/corr2409.html#abs-2409-17685 streams/journals/corr

Amirhossein Mesbah Reshad Hosseini Seyed Pooya Shariatpanahi Majid Nili Ahmadabadi Subgoal Discovery Using a Free Energy Paradigm and State Aggregations. 2024 abs/2412.16687 CoRR https://doi.org/10.48550/arXiv.2412.16687 db/journals/corr/corr2412.html#abs-2412-16687 streams/journals/corr

Seyed-Mahdi Nasiri Reshad Hosseini Hadi Moradi The optimal triangulation method is not really optimal. 2855-2865 2023 17 IET Image Process. 10 https://doi.org/10.1049/ipr2.12831 db/journals/iet-ipr/iet-ipr17.html#NasiriHM23

Mohammad Hossein Nasseri Mohammadreza Babaee Hadi Moradi Reshad Hosseini Online relational tracking with camera motion suppression. 103750 2023 February 90 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2022.103750 db/journals/jvcir/jvcir90.html#NasseriBMH23

Peyman Baghershahi Reshad Hosseini Hadi Moradi Self-attention presents low-dimensional knowledge graph embeddings for link prediction. 110124 2023 260 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2022.110124 db/journals/kbs/kbs260.html#BaghershahiHM23

Sajjad Abdi Dehsorkh Reshad Hosseini Predicting the neural response of primary visual cortex (v1) using deep learning approach. 1-6 2023 CSICC https://doi.org/10.1109/CSICC58665.2023.10105321 conf/csicc/2023 db/conf/csicc/csicc2023.html#DehsorkhH23

Mohammad Mahdi Afrasiabi Reshad Hosseini Aliazam Abbasfar Combination of Single and Multi-frame Image Super-resolution: An Analytical Perspective. 2023 abs/2303.03212 CoRR https://doi.org/10.48550/arXiv.2303.03212 db/journals/corr/corr2303.html#abs-2303-03212

Seyedeh Fatemeh Razavi Mohammad Mahdi Mehmanchi Reshad Hosseini Mostafa Tavassolipour Out-of-distribution detection using normalizing flows on the data manifold. 2023 abs/2308.13792 CoRR https://doi.org/10.48550/arXiv.2308.13792 db/journals/corr/corr2308.html#abs-2308-13792

Seyed-Mahdi Nasiri Reshad Hosseini Hadi Moradi Multiple-solutions RANSAC for finding axes of symmetry in fragments of objects. 108805 2022 131 Pattern Recognit. https://doi.org/10.1016/j.patcog.2022.108805 db/journals/pr/pr131.html#NasiriHM22

Ali Karimi Seyedeh-Zahra Mousavi Kouzehkanan Reshad Hosseini Hadi Asheri Introducing One Sided Margin Loss for Solving Classification Problems in Deep Networks. 2022 abs/2206.01002 CoRR https://doi.org/10.48550/arXiv.2206.01002 db/journals/corr/corr2206.html#abs-2206-01002

Seyedeh Fatemeh Razavi Mohammad Mahdi Mehmanchi Reshad Hosseini Mostafa Tavassolipour Joint Manifold Learning and Density Estimation Using Normalizing Flows. 2022 abs/2206.03293 CoRR https://doi.org/10.48550/arXiv.2206.03293 db/journals/corr/corr2206.html#abs-2206-03293

Mohammad Hossein Nasseri Mohammadreza Babaee Hadi Moradi Reshad Hosseini Fast Online and Relational Tracking. 2022 abs/2208.03659 CoRR https://doi.org/10.48550/arXiv.2208.03659 db/journals/corr/corr2208.html#abs-2208-03659

Mohammad Pasande Reshad Hosseini Babak Nadjar Araabi Stochastic First-Order Learning for Large-Scale Flexibly Tied Gaussian Mixture Model. 2022 abs/2212.05402 CoRR https://doi.org/10.48550/arXiv.2212.05402 db/journals/corr/corr2212.html#abs-2212-05402

Peyman Baghershahi Reshad Hosseini Hadi Moradi Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition. 2022 abs/2212.05581 CoRR https://doi.org/10.48550/arXiv.2212.05581 db/journals/corr/corr2212.html#abs-2212-05581

Hadi Asheri Reshad Hosseini Babak Nadjar Araabi A new EM algorithm for flexibly tied GMMs with large number of components. 107836 2021 114 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.107836 db/journals/pr/pr114.html#AsheriHA21

Seyed Mehdi Nasiri Reshad Hosseini Hadi Moradi Novel Parameterization for Gauss-Newton Methods in 3-D Pose Graph Optimization. 780-797 2021 37 IEEE Trans. Robotics 3 https://doi.org/10.1109/TRO.2020.3034021 https://www.wikidata.org/entity/Q114083736 db/journals/trob/trob37.html#NasiriHM21

Reza Godaz Benyamin Ghojogh Reshad Hosseini Reza Monsefi Fakhri Karray Mark Crowley 0001 Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. 1-16 2021 ACML https://proceedings.mlr.press/v157/godaz21a.html conf/acml/2021 db/conf/acml/acml2021.html#GodazGHMK021

Mohammad Hossein Nasseri Hadi Moradi Reshad Hosseini Mohammadreza Babaee Simple online and real-time tracking with occlusion handling. 2021 abs/2103.04147 CoRR https://arxiv.org/abs/2103.04147 db/journals/corr/corr2103.html#abs-2103-04147

Aida Khozaei Hadi Moradi Reshad Hosseini Learning with partially separable data. 2021 abs/2103.06869 CoRR https://arxiv.org/abs/2103.06869 db/journals/corr/corr2103.html#abs-2103-06869

Reza Godaz Reza Monsefi Faezeh Toutounian Reshad Hosseini Accurate and fast matrix factorization for low-rank learning. 2021 abs/2104.10785 CoRR https://arxiv.org/abs/2104.10785 db/journals/corr/corr2104.html#abs-2104-10785

Seyed-Mahdi Nasiri Reshad Hosseini Hadi Moradi Optimal Triangulation Method is Not Really Optimal. 2021 abs/2107.04618 CoRR https://arxiv.org/abs/2107.04618 db/journals/corr/corr2107.html#abs-2107-04618

Reza Godaz Benyamin Ghojogh Reshad Hosseini Reza Monsefi Fakhri Karray Mark Crowley 0001 Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. 2021 abs/2108.11019 CoRR https://arxiv.org/abs/2108.11019 db/journals/corr/corr2108.html#abs-2108-11019

Seyed-Mahdi Nasiri Reshad Hosseini Hadi Moradi Solving Viewing Graph Optimization for Simultaneous Position and Rotation Registration. 2021 abs/2108.12876 CoRR https://arxiv.org/abs/2108.12876 db/journals/corr/corr2108.html#abs-2108-12876

Romina Oji Seyedeh Fatemeh Razavi Sajjad Abdi Dehsorkh Alireza Hariri Hadi Asheri Reshad Hosseini PerSpeechNorm: A Persian Toolkit for Speech Processing Normalization. 2021 abs/2111.03470 CoRR https://arxiv.org/abs/2111.03470 db/journals/corr/corr2111.html#abs-2111-03470

Peyman Baghershahi Reshad Hosseini Hadi Moradi Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction. 2021 abs/2112.10644 CoRR https://arxiv.org/abs/2112.10644 db/journals/corr/corr2112.html#abs-2112-10644

Maryam Hashemzadeh Reshad Hosseini Majid Nili Ahmadabadi Clustering subspace generalization to obtain faster reinforcement learning. 89-103 2020 11 Evol. Syst. 1 https://doi.org/10.1007/s12530-019-09290-9 https://www.wikidata.org/entity/Q127556870 db/journals/evs/evs11.html#HashemzadehHA20

Yeganeh Madadi Vahid Seydi Kamal Nasrollahi Reshad Hosseini Thomas B. Moeslund Deep visual unsupervised domain adaptation for classification tasks: a survey. 3283-3299 2020 14 IET Image Process. 14 https://doi.org/10.1049/iet-ipr.2020.0087 db/journals/iet-ipr/iet-ipr14.html#MadadiSNHM20

Reshad Hosseini Suvrit Sra An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization. 187-223 2020 181 Math. Program. 1 https://doi.org/10.1007/s10107-019-01381-4 https://www.wikidata.org/entity/Q115385318 db/journals/mp/mp181.html#HosseiniS20

Seyedeh Fatemeh Razavi Reshad Hosseini FRMDN: Flow-based Recurrent Mixture Density Network. 2020 abs/2008.02144 CoRR https://arxiv.org/abs/2008.02144 db/journals/corr/corr2008.html#abs-2008-02144

Seyedeh-Zahra Mousavi Kouzehkanan Reshad Hosseini Babak Nadjar Araabi Contour Integration using Graph-Cut and Non-Classical Receptive Field. 2020 abs/2010.14561 CoRR https://arxiv.org/abs/2010.14561 db/journals/corr/corr2010.html#abs-2010-14561

Milad Ghorbani Reshad Hosseini Seyed Pooya Shariatpanahi Majid Nili Ahmadabadi Reinforcement Learning with Subspaces using Free Energy Paradigm. 2020 abs/2012.07091 CoRR https://arxiv.org/abs/2012.07091 db/journals/corr/corr2012.html#abs-2012-07091

Maryam Hashemzadeh Reshad Hosseini Majid Nili Ahmadabadi Exploiting Generalization in the Subspaces for Faster Model-Based Reinforcement Learning. 1635-1650 2019 30 IEEE Trans. Neural Networks Learn. Syst. 6 https://doi.org/10.1109/TNNLS.2018.2869978 https://www.wikidata.org/entity/Q57284049 db/journals/tnn/tnn30.html#HashemzadehHA19

Taraneh Younesian Saeed Masoudnia Reshad Hosseini Babak Nadjar Araabi Active Transfer Learning for Persian Offline Signature Verification. 2019 abs/1903.06255 CoRR http://arxiv.org/abs/1903.06255 db/journals/corr/corr1903.html#abs-1903-06255

Seyed Mehdi Nasiri Hadi Moradi Reshad Hosseini A Linear Least Square Initialization Method for 3D Pose Graph Optimization Problem. 2474-2479 2018 ICRA https://doi.org/10.1109/ICRA.2018.8460741 conf/icra/2018 db/conf/icra/icra2018.html#NasiriMH18

Seyed Mehdi Nasiri Reshad Hosseini Hadi Moradi A Recursive Least Square Method for 3D Pose Graph Optimization Problem. 2018 abs/1806.00281 CoRR http://arxiv.org/abs/1806.00281 db/journals/corr/corr1806.html#abs-1806-00281

Pourya Habib Zadeh Reshad Hosseini Suvrit Sra Deep-RBF Networks Revisited: Robust Classification with Rejection. 2018 abs/1812.03190 CoRR http://arxiv.org/abs/1812.03190 db/journals/corr/corr1812.html#abs-1812-03190

Reshad Hosseini Suvrit Sra An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization. 2017 abs/1706.03267 CoRR http://arxiv.org/abs/1706.03267 db/journals/corr/corr1706.html#abs-1706-03267

Maryam Hashemzadeh Reshad Hosseini Majid Nili Ahmadabadi Exploiting generalization in the subspaces for faster model-based learning. 2017 abs/1710.08012 CoRR http://arxiv.org/abs/1710.08012 db/journals/corr/corr1710.html#abs-1710-08012

Reshad Hosseini Suvrit Sra Lucas Theis Matthias Bethge Inference and mixture modeling with the Elliptical Gamma Distribution. 29-43 2016 101 Comput. Stat. Data Anal. https://doi.org/10.1016/j.csda.2016.02.009 db/journals/csda/csda101.html#HosseiniSTB16

Pourya Zadeh Reshad Hosseini Expected Logarithm of Central Quadratic Form and Its Use in KL-Divergence of Some Distributions. 2016 18 Entropy 8 https://doi.org/10.3390/e18080278 db/journals/entropy/entropy18.html#ZadehH16 278

Arash Mehrjou Reshad Hosseini Babak Nadjar Araabi Improved Bayesian information criterion for mixture model selection. 22-27 2016 69 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2015.10.004 db/journals/prl/prl69.html#MehrjouHA16

Pourya Zadeh Reshad Hosseini Suvrit Sra Geometric Mean Metric Learning. 2464-2471 2016 ICML http://proceedings.mlr.press/v48/zadeh16.html conf/icml/2016 db/conf/icml/icml2016.html#ZadehHS16

Pourya Zadeh Reshad Hosseini Suvrit Sra Geometric Mean Metric Learning. 2016 abs/1607.05002 CoRR http://arxiv.org/abs/1607.05002 db/journals/corr/corr1607.html#ZadehHS16

Suvrit Sra Reshad Hosseini Conic Geometric Optimization on the Manifold of Positive Definite Matrices. 713-739 2015 25 SIAM J. Optim. 1 https://doi.org/10.1137/140978168 db/journals/siamjo/siamjo25.html#SraH15

Suvrit Sra Reshad Hosseini Lucas Theis Matthias Bethge Data modeling with the elliptical gamma distribution. 2015 AISTATS http://proceedings.mlr.press/v38/sra15.html conf/aistats/2015 db/conf/aistats/aistats2015.html#SraHTB15 Reshad Hosseini Suvrit Sra Matrix Manifold Optimization for Gaussian Mixtures. 910-918 2015 NIPS https://proceedings.neurips.cc/paper/2015/hash/dbe272bab69f8e13f14b405e038deb64-Abstract.html http://papers.nips.cc/paper/5812-matrix-manifold-optimization-for-gaussian-mixtures conf/nips/2015 db/conf/nips/nips2015.html#HosseiniS15

Reshad Hosseini Suvrit Sra Manifold Optimization for Gaussian Mixture Models. 2015 abs/1506.07677 CoRR http://arxiv.org/abs/1506.07677 db/journals/corr/corr1506.html#HosseiniS15

Reshad Hosseini Mohamadreza Mash'al MixEst: An Estimation Toolbox for Mixture Models. 2015 abs/1507.06065 CoRR http://arxiv.org/abs/1507.06065 db/journals/corr/corr1507.html#HosseiniM15

Suvrit Sra Reshad Hosseini Geometric optimisation on positive definite matrices for elliptically contoured distributions. 2562-2570 2013 NIPS https://proceedings.neurips.cc/paper/2013/hash/3948ead63a9f2944218de038d8934305-Abstract.html http://papers.nips.cc/paper/5169-geometric-optimisation-on-positive-definite-matrices-for-elliptically-contoured-distributions conf/nips/2013 db/conf/nips/nips2013.html#SraH13 Reshad Hosseini Natural Image Modelling using Mixture Models with compression as an application. 2012 Berlin Institute of Technology http://opus.kobv.de/tuberlin/volltexte/2012/3759/ https://nbn-resolving.org/urn:nbn:de:kobv:83-opus-37594 https://d-nb.info/102891301X Safar Hatami Reshad Hosseini Mahmoud Kamarei Hossein Ahmadi Wavelet based fingerprint image enhancement. 4610-4613 2005 conf/iscas/2005 ISCAS (5) https://doi.org/10.1109/ISCAS.2005.1465659 db/conf/iscas/iscas2005-5.html#HatamiHKA05 Aliazam Abbasfar Farshad Sangari Abiz Mohammad Mahdi Afrasiabi Ali Aghagolzadeh Majid Nili Ahmadabadi Hossein Ahmadi Babak Nadjar Araabi Hadi Asheri Mohammadreza Babaee Peyman Baghershahi Tina Behzad Matthias Bethge Mark Crowley 0001 Sajjad Abdi Dehsorkh Maryam Eslami Benyamin Ghojogh Milad Ghorbani Reza Godaz Yasaman Haghbin Mohammad Hamed Alireza Hariri Maryam Hashemzadeh Safar Hatami Atefeh Irani Mahmoud Kamarei Ehsan Karami Ali Karimi Fakhri Karray Aida Khozaei Seyedeh-Zahra Mousavi Kouzehkanan Akash Kumar 0001 Alex Lassooij Yuhao Liu Yeganeh Madadi Mohamadreza Mash'al Saeed Masoudnia Martin J. McKeown Mohammad Mahdi Mehmanchi Arash Mehrjou Amirhossein Mesbah Maryam S. Mirian Seyed Ahmad Mirsalari Thomas B. Moeslund Reza Monsefi Hadi Moradi Seyed Mehdi Nasiri Seyed-Mahdi Nasiri Kamal Nasrollahi Mohammad Hossein Nasseri Sahand Noey Sepehr Noey Romina Oji Mohammad Pasande Hossein Pourmehrani Seyedeh Fatemeh Razavi Mohammad Sabokrou Alireza Salehi Erfan Salehi Mohammadreza Salehi Mostafa E. Salehi Vahid Seydi Seyed Pooya Shariatpanahi Cees SnoekCees G. M. Snoek Hamid Soltanian-Zadeh Suvrit Sra Mostafa Tavassolipour Lucas Theis Faezeh Toutounian Salim Ullah Makoto Yamada Taraneh Younesian Pourya ZadehPourya Habib Zadeh Seyedeh-Parisa Zarei