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Ensemble Neural Representation Networks


Oct 07, 2021
Milad Soltany Kadarvish, Hesam Mojtahedi, Hossein Entezari Zarch, Amirhossein Kazerouni, Alireza Morsali, Azra Abtahi, Farokh Marvasti

* ICASSP 2022 submitted, 5 pages, 5 figures, 1 table 

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Efficient Sparse Artificial Neural Networks


Mar 13, 2021
Seyed Majid Naji, Azra Abtahi, Farokh Marvasti

* Submitted in IEEE Transactions on Neural Networks and Learning Systems 

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Distributed interference cancellation in multi-agent scenarios


Oct 22, 2019
Mahdi Shamsi, Alireza Moslemi Haghighi, Farokh Marvasti


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A Nonlinear Acceleration Method for Iterative Algorithms


Jun 04, 2019
Mahdi Shamsi, Mahmoud Ghandi, Farokh Marvasti


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A Novel Approach to Sparse Inverse Covariance Estimation Using Transform Domain Updates and Exponentially Adaptive Thresholding


Nov 16, 2018
Ashkan Esmaeili, Farokh Marvasti


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Forensic Discrimination between Traditional and Compressive Imaging Systems


Nov 07, 2018
Ali Taimori, Farokh Marvasti


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A Novel Approach to Quantized Matrix Completion Using Huber Loss Measure


Oct 29, 2018
Ashkan Esmaeili, Farokh Marvasti


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Recovering Quantized Data with Missing Information Using Bilinear Factorization and Augmented Lagrangian Method


Oct 07, 2018
Ashkan Esmaeili, Kayhan Behdin, Sina Al-E-Mohammad, Farokh Marvasti


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Transduction with Matrix Completion Using Smoothed Rank Function


May 19, 2018
Ashkan Esmaeili, Kayhan Behdin, Mohammad Amin Fakharian, Farokh Marvasti


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Measurement-Adaptive Sparse Image Sampling and Recovery


Nov 23, 2017
Ali Taimori, Farokh Marvasti


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OBTAIN: Real-Time Beat Tracking in Audio Signals


Oct 27, 2017
Ali Mottaghi, Kayhan Behdin, Ashkan Esmaeili, Mohammadreza Heydari, Farokh Marvasti


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A Convex Similarity Index for Sparse Recovery of Missing Image Samples


Oct 17, 2017
Amirhossein Javaheri, Hadi Zayyani, Farokh Marvasti

* 13 pages, 3 figures 

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Using Empirical Covariance Matrix in Enhancing Prediction Accuracy of Linear Models with Missing Information


Jul 25, 2017
Ahmadreza Moradipari, Sina Shahsavari, Ashkan Esmaeili, Farokh Marvasti


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Recovery of Missing Samples Using Sparse Approximation via a Convex Similarity Measure


Jun 28, 2017
Amirhossein Javaheri, Hadi Zayyani, Farokh Marvasti


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Recovery of Sparse and Low Rank Components of Matrices Using Iterative Method with Adaptive Thresholding


Apr 12, 2017
Nematollah Zarmehi, Farokh Marvasti


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New Methods of Enhancing Prediction Accuracy in Linear Models with Missing Data


Jan 03, 2017
Mohammad Amin Fakharian, Ashkan Esmaeili, Farokh Marvasti


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Fast Methods for Recovering Sparse Parameters in Linear Low Rank Models


Nov 17, 2016
Ashkan Esmaeili, Arash Amini, Farokh Marvasti


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Image Block Loss Restoration Using Sparsity Pattern as Side Information


Aug 27, 2016
Hossein Hosseini, Ali Goli, Neda Barzegar Marvasti, Masoume Azghani, Farokh Marvasti


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Comparison of Several Sparse Recovery Methods for Low Rank Matrices with Random Samples


Jun 12, 2016
Ashkan Esmaeili, Farokh Marvasti


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Real-Time Impulse Noise Suppression from Images Using an Efficient Weighted-Average Filtering


Jul 10, 2014
Hossein Hosseini, Farzad Hessar, Farokh Marvasti


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Compensating Interpolation Distortion by Using New Optimized Modular Method


Apr 13, 2012
Mohammad Tofighi, Ali Ayremlou, Farokh Marvasti

* 7 pages. Journal paper 

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