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Aly El Gamal
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Year
Deep neural network architectures for modulation classification
X Liu, D Yang, A El Gamal
2017 51st Asilomar Conference on Signals, Systems, and Computers, 915-919, 2017
2372017
Fast deep learning for automatic modulation classification
S Ramjee, S Ju, D Yang, X Liu, AE Gamal, YC Eldar
arXiv preprint arXiv:1901.05850, 2019
1892019
A survey on using deep learning techniques for plant disease diagnosis and recommendations for development of appropriate tools
A Ahmad, D Saraswat, A El Gamal
Smart Agricultural Technology 3, 100083, 2023
932023
Degrees of freedom of interference channels with CoMP transmission and reception
VS Annapureddy, A El Gamal, VV Veeravalli
IEEE Transactions on Information Theory 58 (9), 5740-5760, 2012
902012
A sampling theory perspective of graph-based semi-supervised learning
A Anis, A El Gamal, AS Avestimehr, A Ortega
IEEE Transactions on Information Theory 65 (4), 2322-2342, 2018
492018
Achievable secrecy rate regions for the two-way wiretap channel
A El Gamal, OO Koyluoglu, M Youssef, H El Gamal
IEEE Transactions on Information Theory 59 (12), 8099-8114, 2013
452013
Deep learning for interference identification: Band, training SNR, and sample selection
X Zhang, T Seyfi, S Ju, S Ramjee, A El Gamal, YC Eldar
2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019
432019
Interference channels with coordinated multipoint transmission: Degrees of freedom, message assignment, and fractional reuse
A El Gamal, VS Annapureddy, VV Veeravalli
IEEE Transactions on information theory 60 (6), 3483-3498, 2014
372014
Interference management in wireless networks: Fundamental bounds and the role of cooperation
VV Veeravalli, A El Gamal
Cambridge University Press, 2018
332018
Combatting adversarial attacks through denoising and dimensionality reduction: A cascaded autoencoder approach
R Sahay, R Mahfuz, A El Gamal
2019 53rd Annual conference on information sciences and systems (CISS), 1-6, 2019
322019
Deep learning for DOA estimation in MIMO radar systems via emulation of large antenna arrays
AM Ahmed, USKPM Thanthrige, A El Gamal, A Sezgin
IEEE Communications Letters 25 (5), 1559-1563, 2021
252021
Asymptotic justification of bandlimited interpolation of graph signals for semi-supervised learning
A Anis, A El Gamal, S Avestimehr, A Ortega
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
252015
CD&S dataset: Handheld imagery dataset acquired under field conditions for corn disease identification and severity estimation
A Ahmad, D Saraswat, AE Gamal, G Johal
arXiv preprint arXiv:2110.12084, 2021
212021
Fast deep learning for automatic modulation classification. arXiv 2019
S Ramjee, S Ju, D Yang, X Liu, AE Gamal, YC Eldar
arXiv preprint arXiv:1901.05850, 2019
192019
Flexible backhaul design and degrees of freedom for linear interference networks
A El Gamal, VV Veeravalli
2014 IEEE International Symposium on Information Theory, 2694-2698, 2014
192014
Vision paper: Grand challenges in resilience: Autonomous system resilience through design and runtime measures
S Bagchi, V Aggarwal, S Chaterji, F Douglis, A El Gamal, J Han, BJ Henz, ...
IEEE Open Journal of the Computer Society 1, 155-172, 2020
182020
Toward generalization of deep learning-based plant disease identification under controlled and field conditions
A Ahmad, A El Gamal, D Saraswat
IEEE Access 11, 9042-9057, 2023
172023
Towards end-to-end deep learning for autonomous racing: On data collection and a unified architecture for steering and throttle prediction
SN Wadekar, BJ Schwartz, SS Kannan, M Mar, RK Manna, V Chellapandi, ...
arXiv preprint arXiv:2105.01799, 2021
172021
Degrees of freedom (DoF) of locally connected interference channels with coordinated multi-point (CoMP) transmission
A El Gamal, VS Annapureddy, VV Veeravalli
2012 IEEE International Conference on Communications (ICC), 2293-2297, 2012
162012
Ensemble wrapper subsampling for deep modulation classification
S Ramjee, S Ju, D Yang, X Liu, A El Gamal, YC Eldar
IEEE Transactions on Cognitive Communications and Networking 7 (4), 1156-1170, 2021
142021
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