Lahiru Jayasinghe

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 15

Top Topics

Aerial Vehicles

Pruning Methods

Pruning Algorithm

Top Venues

IEEE Trans. Ind. Informatics

IEEE J. Sel. Top. Signal Process.

Publications

Chinthaka Gamanayake, Yan Qin, Chau Yuen, Lahiru Jayasinghe, Dominique-Ea Tan, Jenny Chen Ni Low
A Hybrid Deep Learning Model-Based Remaining Useful Life Estimation for Reed Relay With Degradation Pattern Clustering. IEEE Trans. Ind. Informatics 19 (6) (2023)
Chinthaka Gamanayake, Yan Qin, Chau Yuen, Lahiru Jayasinghe, Dominique-Ea Tan, Jenny Chen Ni Low
A Hybrid Deep Learning Model-based Remaining Useful Life Estimation for Reed Relay with Degradation Pattern Clustering. CoRR (2022)
Xuewen Zhang, Yan Qin, Chau Yuen, Lahiru Jayasinghe, Xiang Liu
Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation. CoRR (2021)
Yingxiang Sun, Samith Abeywickrama, Lahiru Jayasinghe, Chau Yuen, Jiajia Chen, Meng Zhang
Micro-Doppler Signature-Based Detection, Classification, and Localization of Small UAV With Long Short-Term Memory Neural Network. IEEE Trans. Geosci. Remote. Sens. 59 (8) (2021)
Xuewen Zhang, Yan Qin, Chau Yuen, Lahiru Jayasinghe, Xiang Liu
Time-Series Regeneration With Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation. IEEE Trans. Ind. Informatics 17 (10) (2021)
Chinthaka Gamanayake, Lahiru Jayasinghe, Benny Kai Kiat Ng, Chau Yuen
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Chinthaka Gamanayake, Lahiru Jayasinghe, Benny Kai Kiat Ng, Chau Yuen
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications. CoRR (2020)
Lahiru Jayasinghe, Nipun Wijerathne, Chau Yuen, Meng Zhang
Feature Learning and Analysis for Cleanliness Classification in Restrooms. IEEE Access 7 (2019)
Lahiru Jayasinghe, Tharaka Samarasinghe, Chau Yuen, Jenny Chen Ni Low, Shuzhi Sam Ge
Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery. ICIT (2019)
Jie Guo, Bin Song, Yuhao Chi, Lahiru Jayasinghe, Chau Yuen, Yong Liang Guan, Xiaojiang Du, Mohsen Guizani
Deep neural network-aided Gaussian message passing detection for ultra-reliable low-latency communications. Future Gener. Comput. Syst. 95 (2019)
Jeremy Chew, Yingxiang Sun, Lahiru Jayasinghe, Chau Yuen
DCASE 2018 Challenge: Solution for Task 5. CoRR (2018)
Samith Abeywickrama, Lahiru Jayasinghe, Hua Fu, Subashini Nissanka, Chau Yuen
RF-based Direction Finding of UAVs Using DNN. ICCS (2018)
Yingxiang Sun, Hua Fu, Samith Abeywickrama, Lahiru Jayasinghe, Chau Yuen, Jiajia Chen
Drone Classification and Localization Using Micro-Doppler Signature with Low-Frequency Signal. ICCS (2018)
Lahiru Jayasinghe, Tharaka Samarasinghe, Chau Yuen, Shuzhi Sam Ge
Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery. CoRR (2018)
Samith Abeywickrama, Lahiru Jayasinghe, Hua Fu, Chau Yuen
RF-based Direction Finding of Small Unmanned Aerial Vehicles Using Deep Neural Networks. CoRR (2017)