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2021

Zaeemzadeh, Alireza; Ghadar, Shabnam; Faieta, Baldo; Lin, Zhe; Rahnavard, Nazanin; Mubarak Shah,; Kalarot, Ratheesh

Face Image Retrieval with Attribute Manipulation Conference

2021 IEEE International Conference on Computer Vision (ICCV) 2021.

Links | BibTeX | Tags: Deep Learning

Zaeemzadeh, Alireza; Bisagno, N; Conci, N.; Rahnavard, Nazanin; Shah, Mubarak

Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'21). 2021.

Links | BibTeX | Tags: Deep Learning

2020

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.

Links | BibTeX | Tags: Deep Learning, Deep Learning Theory, REM

2019

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.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, Deep Learning, LSTM, Reinforcement Learning, REM

Haddock, J.; Needell, D.; Zaeemzadeh, Alireza; Rahnavard, N

Convergence of Iterative Hard Thresholding Variants with Application to Asynchronous Parallel Methods for Sparse Recovery Conference

53rd Asilomar Conference on Signals, Systems, and Computers, 2019.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Reconstruction, REM

Salehi, Soheil; Zaeemzadeh, Alireza; Tatulian, Adrian; Rahnavard, Nazanin; DeMara, Ronald F

MRAM-based Stochastic Oscillators for Adaptive Non-Uniform Sampling of Sparse Signals in IoT Applications Conference

IEEE Computer Society Annual Symposium on VLSI (ISVLSI’19), 2019.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, Nonuniform sampling, post-CMOS

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.

Links | BibTeX | Tags: Active Learning, Data Selection, Deep Learning, Generative Adversarial Networks, REM, Representative Selection, Video Summarization

Salehi, Soheil; Zand, Ramtin; Zaeemzadeh, Alireza; Rahnavard, Nazanin; DeMara, Ronald F

AQuRate: MRAM-based Stochastic Oscillator for Adaptive Quantization Rate Sampling of Spectrally Sparse Signals Conference

ACM Great Lakes Symposium on VLSI, 2019, (Best Poster Award).

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, post-CMOS, Spectrally Sparse Signals, Spectrum Sensing

2018

Zaeemzadeh, Alireza; Haddock, Jamie; Rahnavard, Nazanin; Needell, Deanna

A Bayesian Approach for Asynchronous Parallel Sparse Recovery Conference

Asilomar Conference on Signals, Systems, and Computers, 2018.

Links | BibTeX | Tags: Bayesian Data Analysis, CCSS, Compressive Sensing, Compressive Sensing Reconstruction, REM

Joneidi, Mohsen; Zaeemzadeh, Alireza; Shahrasbi, Behzad; Qi, Guojun; Rahnavard, Nazanin

E-optimal Sensor Selection for Compressive Sensing-based Purposes Journal Article

In: IEEE Transactions on Big Data , 2018.

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, REM, Sensor Selection, Spectrum Sensing

Salehi, Soheil; Mashhadi, Mahdi Boloursaz; Zaeemzadeh, Alireza; Rahnavard, Nazanin; DeMara, Ronald F

Energy-Aware Adaptive Rate and Resolution Sampling of Spectrally Sparse Signals Leveraging VCMA-MTJ Devices, Journal Article

In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2018.

Links | BibTeX | Tags: CCSS, Compressive Sensing, Compressive Sensing Application, post-CMOS, Spectrally Sparse Signals

Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin; Qi, Guo-Jun

Co-SpOT: Cooperative Spectrum Opportunity Detection using Bayesian Clustering in Spectrum-Heterogeneous Cognitive Radio Networks Journal Article

In: IEEE Trans. On Cognitive Communications and Networking, 4 (2), pp. 206 - 219, 2018.

Links | BibTeX | Tags: Bayesian Data Analysis, Cognitive Radio Networks, Spectrum Sensing

2017

Joneidi, Mohsen; Zaeemzadeh, Alireza; Rahnavard, Nazanin

Dynamic Sensor Selection for Reliable Spectrum Sensing via E-Optimal Criterion Conference

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), IEEE 2017.

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, Sensor Selection, Spectrum Sensing

Zaeemzadeh, Alireza; Joneidi, Mohsen; Shahrasbi, Behzad; Rahnavard, Nazanin

Robust Target Localization Based on Squared Range Iterative Reweighted Least Squares Conference

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), IEEE 2017.

Links | BibTeX | Tags: Localization, Wireless Sensor Networks

Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin

Adaptive non-uniform compressive sampling for time-varying signals Conference

Information Sciences and Systems (CISS), 2017 51st Annual Conference on, IEEE 2017.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Compressive Sensing Reconstruction, Nonuniform sampling

2015

Joneidi, Mohsen; Zaeemzadeh, Alireza; Rezaeifar, Shideh; Abavisani, Mahdi; Rahnavard, Nazanin

LFM signal detection and estimation based on sparse representation Conference

Information Sciences and Systems (CISS), 2015 49th Annual Conference on, IEEE 2015.

BibTeX | Tags: Detection

Joneidi, Mohsen; Zaeemzadeh, Alireza; Rahnavard, Nazanin; Khalilsarai, Mahdi Barzegar

Matrix coherency graph: A tool for improving sparse coding performance Conference

Sampling Theory and Applications (SampTA), 2015 International Conference on, IEEE 2015.

BibTeX | Tags: Compressive Sensing

Zaeemzadeh, Alireza; Joneidi, Mohsen; Shahrasbi, Behzad; Rahnavard, Nazanin

Missing spectrum-data recovery in cognitive radio networks using piecewise constant nonnegative matrix factorization Conference

Military Communications Conference, MILCOM 2015-2015 IEEE, IEEE 2015.

Links | BibTeX | Tags: Cognitive Radio Networks