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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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On the Unreasonable Effectiveness of Knowledge Distillation: Analysis in the Kernel Regime

Mar 30, 2020
Arman Rahbar, Ashkan Panahi, Chiranjib Bhattacharyya, Devdatt Dubhashi, Morteza Haghir Chehreghani


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

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


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Stochastic Incremental Algorithms for Optimal Transport with SON Regularizer

Mar 09, 2019
Ashkan Panahi, Erik Thiel, Morteza H. Cheraghani, Devdatt Dubhashi


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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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