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Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion

Jun 18, 2020
Sally Ghanem, Ashkan Panahi, Hamid Krim, Ryan A. Kerekes

* 10 pages 

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Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Networks

Feb 18, 2020
Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim


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Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition

Oct 21, 2019
Siddharth Roheda, Hamid Krim

* Submitted to AAAI 2020 

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Deep Adversarial Belief Networks

Sep 25, 2019
Yuming Huang, Ashkan Panahi, Hamid Krim, Yiyi Yu, Spencer L. Smith


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Community Detection and Improved Detectability in Multiplex Networks

Sep 23, 2019
Yuming Huang, Ashkan Panahi, Hamid Krim, Liyi Dai


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Sparse Generative Adversarial Network

Aug 20, 2019
Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim

* 10 pages 

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Joint Concept Matching based Learning for Zero-Shot Recognition

Jul 03, 2019
Wen Tang, Ashkan Panahi, Hamid Krim


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Commuting Conditional GANs for Robust Multi-Modal Fusion

Jun 24, 2019
Siddharth Roheda, Hamid Krim, Benjamin S. Riggan


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Joint Concept Matching-Space Projection Learning for Zero-Shot Recognition

Jun 13, 2019
Wen Tang, Ashkan Panahi, Hamid Krim


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Analysis Dictionary Learning: An Efficient and Discriminative Solution

Mar 07, 2019
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai

* ICASSP 2019 

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Analysis Dictionary Learning based Classification: Structure for Robustness

Jul 13, 2018
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai

* This manuscript has been submitted to IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE on July 09, 2018 

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Structured Analysis Dictionary Learning for Image Classification

May 02, 2018
Wen Tang, Ashkan Panahi, Hamid Krim, Liyi Dai

* This is the final version accepted by ICASSP 2018 

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Demystifying Deep Learning: A Geometric Approach to Iterative Projections

Mar 22, 2018
Ashkan Panahi, Hamid Krim, Liyi Dai

* To be appeared in the ICASSP 2018 proceedings 

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Deep Dictionary Learning: A PARametric NETwork Approach

Mar 11, 2018
Shahin Mahdizadehaghdam, Ashkan Panahi, Hamid Krim, Liyi Dai


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AOGNets: Deep AND-OR Grammar Networks for Visual Recognition

Nov 15, 2017
Xilai Li, Tianfu Wu, Xi Song, Hamid Krim

* 10 pages 

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Effective Connectivity-Based Neural Decoding: A Causal Interaction-Driven Approach

Jul 24, 2016
Saba Emrani, Hamid Krim

* 16 pages, 13 figures, 2 tables 

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Robust Subspace Recovery via Bi-Sparsity Pursuit

Apr 20, 2014
Xiao Bian, Hamid Krim


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A Invertible Dimension Reduction of Curves on a Manifold

Jul 29, 2011
Sheng Yi, Hamid Krim, Larry K. Norris


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