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Deep Symbolic Representation Learning for Heterogeneous Time-series Classification

Dec 05, 2016
Shengdong Zhang, Soheil Bahrampour, Naveen Ramakrishnan, Mohak Shah


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Comparative Study of Deep Learning Software Frameworks

Mar 30, 2016
Soheil Bahrampour, Naveen Ramakrishnan, Lukas Schott, Mohak Shah

* Submitted to KDD 2016 with TensorFlow results added. At the time of submission to KDD, TensorFlow was available only with cuDNN v.2 and thus its performance is reported with that version 

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Multimodal Task-Driven Dictionary Learning for Image Classification

Oct 27, 2015
Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, W. Kenneth Jenkins

* To appear at IEEE Transactions on Image Processing 

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Kernel Task-Driven Dictionary Learning for Hyperspectral Image Classification

Feb 10, 2015
Soheil Bahrampour, Nasser M. Nasrabadi, Asok Ray, Kenneth W. Jenkins

* 5 pages, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015 

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Quality-based Multimodal Classification Using Tree-Structured Sparsity

Mar 08, 2014
Soheil Bahrampour, Asok Ray, Nasser M. Nasrabadi, Kenneth W. Jenkins

* CVPR 2014, pp. 4114 - 4121 
* To Appear in 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014) 

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