2020
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Joneidi, Mohsen; Vahidian, Saeed; Esmaeili, Ashkan; Wang, Wijia; Rahnavard, Nazanin; Lin, Bill; Shah, Mubarak Select to Better Learn: Fast and Accurate Deep Learning using Data Selection from Nonlinear Manifolds Conference IEEE Conference on Computer Vision and Pattern Recognition (CVPR '20) 2020. @conference{Joneidi2020b,
title = {Select to Better Learn: Fast and Accurate Deep Learning using Data Selection from Nonlinear Manifolds},
author = {Joneidi, Mohsen and Vahidian, Saeed and Esmaeili, Ashkan and Wang, Wijia and Rahnavard, Nazanin and Lin, Bill and Shah, Mubarak},
url = {http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2020/04/CVPR__UCSD_UCF_2020-2.pdf
https://github.com/cvpr4942/CVPR-2020-Conf.git},
year = {2020},
date = {2020-06-19},
urldate = {2020-06-19},
organization = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR '20)},
keywords = {Active Learning, Data Selection, Deep Learning, Few Shot Learning, Generative Adversarial Networks, Graph Summarization, Openset Detection, REM, Representative Selection},
pubstate = {published},
tppubtype = {conference}
}
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Zaeemzadeh, Alireza; Rahnavard, Nazanin; Shah, Mubarak Norm-Preservation: Why Residual Networks Can Become Extremely Deep? Journal Article In: IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 2020. @article{Zaeemzadeh2018cb,
title = { Norm-Preservation: Why Residual Networks Can Become Extremely Deep?},
author = {Zaeemzadeh, Alireza and Rahnavard, Nazanin and Shah, Mubarak},
url = {http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2020/07/2020_Norm_Preserving_PAMI_Alireza.pdf
https://arxiv.org/abs/1805.07477},
year = {2020},
date = {2020-05-15},
journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI)},
keywords = {Deep Learning, Deep Learning Theory, REM},
pubstate = {published},
tppubtype = {article}
}
|
Joneidi, Mohsen; Alkhouri, Ismail; Hejazikookamari, Farzam; Rahnavard, Nazanin Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks Conference IEEE 2020 International RADAR Conference 2020. @conference{Joneidi2020,
title = {Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks},
author = {Joneidi, Mohsen and Alkhouri, Ismail and Hejazikookamari, Farzam and Rahnavard, Nazanin},
url = {http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2020/07/2020_RADAR_Ismail.pdf},
year = {2020},
date = {2020-04-27},
urldate = {2020-04-27},
organization = {IEEE 2020 International RADAR Conference},
keywords = {Cognitive Radio Networks, Deep Learning, REM, Spectrum Sensing, Tensor Analysis, Wireless Communication, Wireless Networks},
pubstate = {published},
tppubtype = {conference}
}
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Marzieh, Edraki; Rahnavard, Nazanin; Shah, Mubarak Subspace Capsule Network Conference AAAI Conference on Artificial Intelligence 2020. @conference{Marzieh2020,
title = {Subspace Capsule Network},
author = {Marzieh, Edraki and Rahnavard, Nazanin and Shah, Mubarak},
url = {http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2020/04/2020_SCN_AAAI_Marzieh-1.pdf},
year = {2020},
date = {2020-01-26},
organization = {AAAI Conference on Artificial Intelligence},
keywords = {Deep Learning, Generative Adversarial Networks, Image Classification, Image Generation},
pubstate = {published},
tppubtype = {conference}
}
|
2019
|
Taheri Sadr, Mojtaba; Joneidi, Mohsen; Rahnavard, Nazanin EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks Conference IEEE 29th International Workshop on Machine learning for Signal Processing (MLSP), 2019. @conference{Sadr2019,
title = {EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks},
author = {Taheri Sadr, Mojtaba and Joneidi, Mohsen and Rahnavard, Nazanin},
url = {http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2019/12/2019_MLSP_NSF_Mojtaba.pdf.pdf
http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2019/12/2019_MLSP_NSF_Mojtaba_poster.pdf},
year = {2019},
date = {2019-10-04},
booktitle = {IEEE 29th International Workshop on Machine learning for Signal Processing (MLSP)},
pages = {1-6},
keywords = {Classification, Deep Learning, EEG Signal, REM, Tensor Analysis},
pubstate = {published},
tppubtype = {conference}
}
|
Karim, Md Nazmul; Zaeemzadeh, Alireza; Rahnavard, Nazanin RL-NCS: Learning Based Data-driven Approach for Online Non-uniform Compressive Sensing Conference IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), PA, 2019. @conference{Karim2019,
title = {RL-NCS: Learning Based Data-driven Approach for Online Non-uniform Compressive Sensing},
author = {Karim, Md Nazmul and Zaeemzadeh, Alireza and Rahnavard, Nazanin},
url = {http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2019/12/2019_MLSP_ANCS_NAZMUL.pdf
http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2019/12/2019_MLSP_ANCS_Poster_Nazmul.pdf},
year = {2019},
date = {2019-10-04},
booktitle = {IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)},
pages = {1-6},
address = {PA},
keywords = {CCSS, Compressive Sensing, Compressive Sensing Application, Deep Learning, LSTM, Reinforcement Learning, REM},
pubstate = {published},
tppubtype = {conference}
}
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Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin; Shah, Mubarak Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision Conference IEEE Conference on Computer Vision and Pattern Recognition (CVPR '19), Long Beach, CA, 2019. @conference{Zaeemzadeh2018d,
title = { Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision},
author = {Zaeemzadeh, Alireza and Joneidi, Mohsen and Rahnavard, Nazanin and Shah, Mubarak},
url = {http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2019/12/2019_CVPR_IPM_Alireza_poster_ppt.pdf
http://lcwnlab.eecs.ucf.edu/wp-content/uploads/2019/12/2019_CVPR_IPM_Alireza.pdf
https://arxiv.org/abs/1811.12326
https://github.com/zaeemzadeh/Active-Learning-UCF101-IPM
https://github.com/zaeemzadeh/IPM},
year = {2019},
date = {2019-06-00},
pages = {pp. 5414-5423},
publisher = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR '19)},
address = {Long Beach, CA},
keywords = {Active Learning, Data Selection, Deep Learning, Generative Adversarial Networks, REM, Representative Selection, Video Summarization},
pubstate = {published},
tppubtype = {conference}
}
|
