Reshad Hosseini

68 papers A* 2A 1C 1Misc 1Journal 59Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploiting Expertise of Non-Expert and Diverse Agents in Social Bandit Learning: A Free Energy Approach. CoRR Erfan Mirzaei, Seyed Pooya Shariatpanahi, Alireza Tavakoli, Reshad Hosseini, Majid Nili Ahmadabadi
2026	J	`jnl`	Extending an Anatomy-Aware Framework for Unsupervised Segmentation of Multiple Sclerosis Lesions. IEEE Access Seyedeh-Parisa Zarei, Hamid Soltanian-Zadeh, Reshad Hosseini
2026	J	`jnl`	TIPS Over Tricks: Simple Prompts for Effective Zero-shot Anomaly Detection. CoRR Alireza Salehi, Ehsan Karami, Sepehr Noey, Sahand Noey, Makoto Yamada, Reshad Hosseini, Mohammad Sabokrou
2025	J	`jnl`	A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding. Signal Process. Image Commun. Mohammad Mahdi Afrasiabi, Reshad Hosseini, Aliazam Abbasfar
2025	J	`jnl`	Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections. CoRR Alireza Salehi, Mohammadreza Salehi, Reshad Hosseini, Cees G. M. Snoek, Makoto Yamada, Mohammad Sabokrou
2025	J	`jnl`	Enhancing Interpretability of Sparse Latent Representations with Class Information. CoRR Farshad Sangari Abiz, Reshad Hosseini, Babak Nadjar Araabi
2025	J	`jnl`	HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment. CoRR Atefeh Irani, Maryam S. Mirian, Alex Lassooij, Reshad Hosseini, Hadi Moradi, Martin J. McKeown
2025	J	`jnl`	Learning from different perspectives for regret reduction in reinforcement learning: A free energy approach. Neurocomputing Milad Ghorbani, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmadabadi
2025	J	`jnl`	Out-of-distribution detection using normalizing flows on the data manifold. Appl. Intell. Seyedeh Fatemeh Razavi, Mohammad Mahdi Mehmanchi, Reshad Hosseini, Mostafa Tavassolipour
2025	J	`jnl`	Single-view 3D reconstruction of surface of revolution. Vis. Comput. Seyed M. Hosseini, Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
2025	J	`jnl`	Water Flow Detection Device Based on Sound Data Analysis and Machine Learning to Detect Water Leakage. CoRR Hossein Pourmehrani, Reshad Hosseini, Hadi Moradi
2024	J	`jnl`	Artificial Data Point Generation in Clustered Latent Space for Small Medical Datasets. CoRR Yasaman Haghbin, Hadi Moradi, Reshad Hosseini
2024	J	`jnl`	FRMDN: Flow-based Recurrent Mixture Density Network. Expert Syst. Appl. Seyedeh Fatemeh Razavi, Reshad Hosseini, Tina Behzad
2024	J	`jnl`	MONO: Enhancing Bit-Flip Resilience With Bit Homogeneity for Neural Networks. IEEE Embed. Syst. Lett. Maryam Eslami, Yuhao Liu, Salim Ullah, Mostafa E. Salehi, Reshad Hosseini, Seyed Ahmad Mirsalari, Akash Kumar
2024	J	`jnl`	Riemannian Preconditioned Coordinate Descent for Low Multilinear Rank Approximation. SIAM J. Matrix Anal. Appl. Mohammad Hamed, Reshad Hosseini
2024	J	`jnl`	Stereo-RIVO: Stereo-Robust Indirect Visual Odometry. J. Intell. Robotic Syst. Erfan Salehi, Ali Aghagolzadeh, Reshad Hosseini
2024	J	`jnl`	Stereo-RSSF: stereo robust sparse scene-flow estimation. Vis. Comput. Erfan Salehi, Ali Aghagolzadeh, Reshad Hosseini
2024	J	`jnl`	Stochastic first-order learning for large-scale flexibly tied Gaussian mixture models. Pattern Recognit. Lett. Mohammad Pasande, Reshad Hosseini, Babak Nadjar Araabi
2024	J	`jnl`	Subgoal Discovery Using a Free Energy Paradigm and State Aggregations. CoRR Amirhossein Mesbah, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmadabadi
2023	J	`jnl`	Combination of Single and Multi-frame Image Super-resolution: An Analytical Perspective. CoRR Mohammad Mahdi Afrasiabi, Reshad Hosseini, Aliazam Abbasfar
2023	J	`jnl`	Online relational tracking with camera motion suppression. J. Vis. Commun. Image Represent. Mohammad Hossein Nasseri, Mohammadreza Babaee, Hadi Moradi, Reshad Hosseini
2023	J	`jnl`	Out-of-distribution detection using normalizing flows on the data manifold. CoRR Seyedeh Fatemeh Razavi, Mohammad Mahdi Mehmanchi, Reshad Hosseini, Mostafa Tavassolipour
2023	Misc	`conf`	Predicting the neural response of primary visual cortex (v1) using deep learning approach. CSICC Sajjad Abdi Dehsorkh, Reshad Hosseini
2023	J	`jnl`	Self-attention presents low-dimensional knowledge graph embeddings for link prediction. Knowl. Based Syst. Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
2023	J	`jnl`	The optimal triangulation method is not really optimal. IET Image Process. Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
2022	J	`jnl`	Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition. CoRR Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
2022	J	`jnl`	Fast Online and Relational Tracking. CoRR Mohammad Hossein Nasseri, Mohammadreza Babaee, Hadi Moradi, Reshad Hosseini
2022	J	`jnl`	Introducing One Sided Margin Loss for Solving Classification Problems in Deep Networks. CoRR Ali Karimi, Seyedeh-Zahra Mousavi Kouzehkanan, Reshad Hosseini, Hadi Asheri
2022	J	`jnl`	Joint Manifold Learning and Density Estimation Using Normalizing Flows. CoRR Seyedeh Fatemeh Razavi, Mohammad Mahdi Mehmanchi, Reshad Hosseini, Mostafa Tavassolipour
2022	J	`jnl`	Multiple-solutions RANSAC for finding axes of symmetry in fragments of objects. Pattern Recognit. Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
2022	J	`jnl`	Stochastic First-Order Learning for Large-Scale Flexibly Tied Gaussian Mixture Model. CoRR Mohammad Pasande, Reshad Hosseini, Babak Nadjar Araabi
2021	J	`jnl`	A new EM algorithm for flexibly tied GMMs with large number of components. Pattern Recognit. Hadi Asheri, Reshad Hosseini, Babak Nadjar Araabi
2021	J	`jnl`	Accurate and fast matrix factorization for low-rank learning. CoRR Reza Godaz, Reza Monsefi, Faezeh Toutounian, Reshad Hosseini
2021	J	`jnl`	Learning with partially separable data. CoRR Aida Khozaei, Hadi Moradi, Reshad Hosseini
2021	J	`jnl`	Novel Parameterization for Gauss-Newton Methods in 3-D Pose Graph Optimization. IEEE Trans. Robotics Seyed Mehdi Nasiri, Reshad Hosseini, Hadi Moradi
2021	J	`jnl`	Optimal Triangulation Method is Not Really Optimal. CoRR Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
2021	J	`jnl`	PerSpeechNorm: A Persian Toolkit for Speech Processing Normalization. CoRR Romina Oji, Seyedeh Fatemeh Razavi, Sajjad Abdi Dehsorkh, Alireza Hariri, Hadi Asheri, Reshad Hosseini
2021	J	`jnl`	Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction. CoRR Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
2021	J	`jnl`	Simple online and real-time tracking with occlusion handling. CoRR Mohammad Hossein Nasseri, Hadi Moradi, Reshad Hosseini, Mohammadreza Babaee
2021	J	`jnl`	Solving Viewing Graph Optimization for Simultaneous Position and Rotation Registration. CoRR Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
2021	C	`conf`	Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. ACML Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. CoRR Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
2020	J	`jnl`	An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization. Math. Program. Reshad Hosseini, Suvrit Sra
2020	J	`jnl`	Clustering subspace generalization to obtain faster reinforcement learning. Evol. Syst. Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi
2020	J	`jnl`	Contour Integration using Graph-Cut and Non-Classical Receptive Field. CoRR Seyedeh-Zahra Mousavi Kouzehkanan, Reshad Hosseini, Babak Nadjar Araabi
2020	J	`jnl`	Deep visual unsupervised domain adaptation for classification tasks: a survey. IET Image Process. Yeganeh Madadi, Vahid Seydi, Kamal Nasrollahi, Reshad Hosseini, Thomas B. Moeslund
2020	J	`jnl`	FRMDN: Flow-based Recurrent Mixture Density Network. CoRR Seyedeh Fatemeh Razavi, Reshad Hosseini
2020	J	`jnl`	Reinforcement Learning with Subspaces using Free Energy Paradigm. CoRR Milad Ghorbani, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmadabadi
2019	J	`jnl`	Active Transfer Learning for Persian Offline Signature Verification. CoRR Taraneh Younesian, Saeed Masoudnia, Reshad Hosseini, Babak Nadjar Araabi
2019	J	`jnl`	Exploiting Generalization in the Subspaces for Faster Model-Based Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi
2018	A*	`conf`	A Linear Least Square Initialization Method for 3D Pose Graph Optimization Problem. ICRA Seyed Mehdi Nasiri, Hadi Moradi, Reshad Hosseini
2018	J	`jnl`	A Recursive Least Square Method for 3D Pose Graph Optimization Problem. CoRR Seyed Mehdi Nasiri, Reshad Hosseini, Hadi Moradi
2018	J	`jnl`	Deep-RBF Networks Revisited: Robust Classification with Rejection. CoRR Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra
2017	J	`jnl`	An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization. CoRR Reshad Hosseini, Suvrit Sra
2017	J	`jnl`	Exploiting generalization in the subspaces for faster model-based learning. CoRR Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi
2016	J	`jnl`	Expected Logarithm of Central Quadratic Form and Its Use in KL-Divergence of Some Distributions. Entropy Pourya Zadeh, Reshad Hosseini
2016	A*	`conf`	Geometric Mean Metric Learning. ICML Pourya Zadeh, Reshad Hosseini, Suvrit Sra
2016	J	`jnl`	Geometric Mean Metric Learning. CoRR Pourya Zadeh, Reshad Hosseini, Suvrit Sra
2016	J	`jnl`	Improved Bayesian information criterion for mixture model selection. Pattern Recognit. Lett. Arash Mehrjou, Reshad Hosseini, Babak Nadjar Araabi
2016	J	`jnl`	Inference and mixture modeling with the Elliptical Gamma Distribution. Comput. Stat. Data Anal. Reshad Hosseini, Suvrit Sra, Lucas Theis, Matthias Bethge
2015	J	`jnl`	Conic Geometric Optimization on the Manifold of Positive Definite Matrices. SIAM J. Optim. Suvrit Sra, Reshad Hosseini
2015	A	`conf`	Data modeling with the elliptical gamma distribution. AISTATS Suvrit Sra, Reshad Hosseini, Lucas Theis, Matthias Bethge
2015	J	`jnl`	Manifold Optimization for Gaussian Mixture Models. CoRR Reshad Hosseini, Suvrit Sra
2015	—	`conf`	Matrix Manifold Optimization for Gaussian Mixtures. NIPS Reshad Hosseini, Suvrit Sra
2015	J	`jnl`	MixEst: An Estimation Toolbox for Mixture Models. CoRR Reshad Hosseini, Mohamadreza Mash'al
2013	—	`conf`	Geometric optimisation on positive definite matrices for elliptically contoured distributions. NIPS Suvrit Sra, Reshad Hosseini
2012	—	`—`	Natural Image Modelling using Mixture Models with compression as an application. Reshad Hosseini
2005	—	`conf`	Wavelet based fingerprint image enhancement. ISCAS (5) Safar Hatami, Reshad Hosseini, Mahmoud Kamarei, Hossein Ahmadi