Lahiru D. Chamain

According to our database, Lahiru D. Chamain authored at least 12 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification.

Siyu Qi, Achintha Wijesinghe, Lahiru D. Chamain, Zhi Ding

CoRR, 2023

2022

End-to-End Image Classification and Compression With Variational Autoencoders.

Lahiru D. Chamain, Siyu Qi, Zhi Ding

IEEE Internet Things J., 2022

Interplay between vertical sectorization and user distribution for urban NB-IoT networks.

Lahiru D. Chamain, Mehmet Cagri Ilter, Jyri Hämäläinen, Zhi Ding

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Hierarchical Training for Distributed Deep Learning Based on Multimedia Data over Band-Limited Networks.

Siyu Qi, Lahiru D. Chamain, Zhi Ding

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

End-to-end optimized image compression for multiple machine tasks.

Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman

CoRR, 2021

An End-to-End Learning Architecture for Efficient Image Encoding and Deep Learning.

Lahiru D. Chamain, Siyu Qi, Zhi Ding

Proceedings of the 29th European Signal Processing Conference, 2021

End-to-End optimized image compression for machines, a study.

Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman

Proceedings of the 31st Data Compression Conference, 2021

2020

Eigenvalue-Based Detection of a Signal in Colored Noise: Finite and Asymptotic Analyses.

Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura

IEEE Trans. Inf. Theory, 2020

Improving Deep Learning Classification of JPEG2000 Images Over Bandlimited Networks.

Lahiru D. Chamain, Zhi Ding

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications.

Lahiru D. Chamain, Zhi Ding

CoRR, 2019

Quannet: Joint Image Compression and Classification Over Channels with Limited Bandwidth.

Lahiru D. Chamain, Sen-ching Samson Cheung, Zhi Ding

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Detection of a Signal in Colored Noise: A Random Matrix Theory Based Analysis.

Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura

Proceedings of the 2019 IEEE Global Communications Conference, 2019