Shahin Khobahi

Orcid: 0000-0003-3232-845X

According to our database1, Shahin Khobahi authored at least 20 papers between 2017 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
One-Bit Compressive Sensing: Can We Go Deep and Blind?
IEEE Signal Process. Lett., 2022

Guaranteed Deep Learning for Reliable Radar Signal Processing.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

2021
LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers.
IEEE Trans. Signal Process., 2021

Efficient waveform covariance matrix design and antenna selection for MIMO radar.
Signal Process., 2021

Deep One-Bit Compressive Autoencoding.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

CoroNet: a deep network architecture for enhanced identification of COVID-19 from chest x-ray images.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Model-Inspired Deep Detection with Low-Resolution Receivers.
Proceedings of the IEEE International Symposium on Information Theory, 2021

2020
Model-Based Deep Learning for One-Bit Compressive Sensing.
IEEE Trans. Signal Process., 2020

Optimized Transmission for Parameter Estimation in Wireless Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Unfolded Algorithms for Deep Phase Retrieval.
CoRR, 2020

Deep-RLS: A Model-Inspired Deep Learning Approach to Nonlinear PCA.
CoRR, 2020

Deep Radar Waveform Design for Efficient Automotive Radar Sensing.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

DEEP-URL: A Model-Aware Approach to Blind Deconvolution Based on Deep Unfolded Richardson-Lucy Network.
Proceedings of the IEEE International Conference on Image Processing, 2020

UPR: A Model-Driven Architecture for Deep Phase Retrieval.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding.
CoRR, 2019

Deep Signal Recovery with One-bit Quantization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Optimized Transmission for Consensus in Wireless Sensor Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Signal Recovery From 1-Bit Quantized Noisy Samples via Adaptive Thresholding.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
A Majorization-Minimization Approach for Reducing Out-of-Band Radiations in OFDM Systems.
IEEE Commun. Lett., 2017


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