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Lahiru Jayasinghe
Lahiru Jayasinghe
TikTok Singapore
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Temporal convolutional memory networks for remaining useful life estimation of industrial machinery
L Jayasinghe, T Samarasinghe, C Yuen, SS Ge
2019 IEEE International Conference on Industrial Technology (ICIT), 915-920, 2019
862019
Time-series regeneration with convolutional recurrent generative adversarial network for remaining useful life estimation
X Zhang, Y Qin, C Yuen, L Jayasinghe, X Liu
IEEE Transactions on Industrial Informatics 17 (10), 6820-6831, 2020
702020
RF-based direction finding of UAVs using DNN
S Abeywickrama, L Jayasinghe, H Fu, S Nissanka, C Yuen
2018 IEEE International Conference on Communication Systems (ICCS), 157-161, 2018
502018
Cluster pruning: An efficient filter pruning method for edge ai vision applications
C Gamanayake, L Jayasinghe, BKK Ng, C Yuen
IEEE Journal of Selected Topics in Signal Processing 14 (4), 802-816, 2020
492020
Micro-Doppler signature-based detection, classification, and localization of small UAV with long short-term memory neural network
Y Sun, S Abeywickrama, L Jayasinghe, C Yuen, J Chen, M Zhang
IEEE Transactions on Geoscience and Remote Sensing 59 (8), 6285-6300, 2020
392020
Drone classification and localization using micro-doppler signature with low-frequency signal
Y Sun, H Fu, S Abeywickrama, L Jayasinghe, C Yuen, J Chen
2018 IEEE international conference on communication systems (ICCS), 413-417, 2018
192018
Deep neural network-aided Gaussian message passing detection for ultra-reliable low-latency communications
J Guo, B Song, Y Chi, L Jayasinghe, C Yuen, YL Guan, X Du, M Guizani
Future Generation Computer Systems 95, 629-638, 2019
142019
Stereo audio streaming via Visible Light
D Samudika, L Jayasinghe, KE Gunathilaka, Y Rumesh, R Weerasuriya, ...
2016 Moratuwa Engineering Research Conference (MERCon), 132-136, 2016
102016
Feature learning and analysis for cleanliness classification in restrooms
L Jayasinghe, N Wijerathne, C Yuen, M Zhang
IEEE Access 7, 14871-14882, 2019
92019
A deep learning approach for classification of cleanliness in restrooms
L Jayasinghe, N Wijerathne, C Yuen
2018 International conference on intelligent and advanced system (ICIAS), 1-6, 2018
82018
A hybrid deep learning model-based remaining useful life estimation for reed relay with degradation pattern clustering
C Gamanayake, Y Qin, C Yuen, L Jayasinghe, DE Tan, J Low
IEEE Transactions on Industrial Informatics, 2022
12022
DCASE 2018 Challenge: Solution for Task 5
J Chew, Y Sun, L Jayasinghe, C Yuen
arXiv preprint arXiv:1812.04618, 2018
12018
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Artículos 1–12