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Vivek Sivaraman Narayanaswamy
Vivek Sivaraman Narayanaswamy
ML Research Scientist, Lawrence Livermore National Labs
Verified email at asu.edu
Title
Cited by
Cited by
Year
Heptaband swastik arm antenna for MIMO applications
S Rajkumar, N Vivek Sivaraman, S Murali, KT Selvan
IET Microwaves, Antennas & Propagation 11 (9), 1255-1261, 2017
632017
Machine learning for solar array monitoring, optimization, and control
S Rao, S Katoch, V Narayanaswamy, G Muniraju, C Tepedelenlioglu, ...
Springer Nature, 2022
552022
Connection topology optimization in photovoltaic arrays using neural networks
VS Narayanaswamy, R Ayyanar, A Spanias, C Tepedelenlioglu, ...
2019 IEEE International Conference on Industrial Cyber Physical Systems …, 2019
322019
Single model uncertainty estimation via stochastic data centering
J Thiagarajan, R Anirudh, VS Narayanaswamy, T Bremer
Advances in Neural Information Processing Systems 35, 8662-8674, 2022
302022
Deep Learning with hyper-parameter tuning for COVID-19 Cough Detection
S Rao, V Narayanaswamy, M Esposito, J Thiagarajan, A Spanias
2021 12th International Conference on Information, Intelligence, Systems …, 2021
302021
Unsupervised audio source separation using generative priors
V Narayanaswamy, JJ Thiagarajan, R Anirudh, A Spanias
arXiv preprint arXiv:2005.13769, 2020
302020
Design of an autonomous seed planting robot
N Srinivasan, P Prabhu, SS Smruthi, NV Sivaraman, SJ Gladwin, ...
2016 IEEE Region 10 Humanitarian Technology Conference (R10-HTC), 1-4, 2016
282016
Designing counterfactual generators using deep model inversion
J Thiagarajan, VS Narayanaswamy, D Rajan, J Liang, A Chaudhari, ...
Advances in Neural Information Processing Systems 34, 16873-16884, 2021
272021
Designing an effective metric learning pipeline for speaker diarization
VS Narayanaswamy, JJ Thiagarajan, H Song, A Spanias
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
222019
Optimizing solar power using array topology reconfiguration with regularized deep neural networks
V Narayanaswamy, R Ayyanar, C Tepedelenlioglu, D Srinivasan, ...
IEEE Access 11, 7461-7470, 2023
182023
Accurate and robust feature importance estimation under distribution shifts
JJ Thiagarajan, V Narayanaswamy, R Anirudh, PT Bremer, A Spanias
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7891-7898, 2021
182021
Introducing machine learning in undergraduate DSP classes
US Shanthamallu, S Rao, A Dixit, VS Narayanaswamy, J Fan, A Spanias
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
162019
Systems and methods for connection topology optimization in photovoltaic arrays using neural networks
VS Narayanaswamy, A Spanias, R Ayyanar, C Tepedelenlioglu
US Patent 11,616,471, 2023
152023
COVID-19 detection using cough sound analysis and deep learning algorithms
S Rao, V Narayanaswamy, M Esposito, JJ Thiagarajan, A Spanias
Intelligent Decision Technologies 15 (4), 655-665, 2021
152021
Quantum machine learning for photovoltaic topology optimization
GS Uehara, V Narayanaswamy, C Tepedelenlioglu, A Spanias
2022 13th International Conference on Information, Intelligence, Systems …, 2022
112022
Covid-19 detection using audio spectral features and machine learning
M Esposito, S Rao, V Narayanaswamy, A Spanias
2021 55th Asilomar Conference on Signals, Systems, and Computers, 1146-1150, 2021
112021
On the design of deep priors for unsupervised audio restoration
VS Narayanaswamy, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:2104.07161, 2021
92021
Audio source separation via multi-scale learning with dilated dense u-nets
VS Narayanaswamy, S Katoch, JJ Thiagarajan, H Song, A Spanias
arXiv preprint arXiv:1904.04161, 2019
92019
Predicting the generalization gap in deep models using anchoring
V Narayanaswamy, R Anirudh, I Kim, Y Mubarka, A Spanias, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
82022
Using deep image priors to generate counterfactual explanations
V Narayanaswamy, JJ Thiagarajan, A Spanias
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
82021
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