Lahiru D. Chamain

16 papers A 1B 4Misc 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification.
CoRR
Siyu Qi, Achintha Wijesinghe, Lahiru D. Chamain, Zhi Ding
2022 J jnl
End-to-End Image Classification and Compression With Variational Autoencoders.
IEEE Internet Things J.
Lahiru D. Chamain, Siyu Qi, Zhi Ding
2022 — —
End-to-End Joint Image Compression and Deep Learning under Bandwidth Constrained Environments
Lahiru D. Chamain
2022 B conf
Hierarchical Training for Distributed Deep Learning Based on Multimedia Data over Band-Limited Networks.
ICIP
Siyu Qi, Lahiru D. Chamain, Zhi Ding
2022 B conf
Interplay between vertical sectorization and user distribution for urban NB-IoT networks.
WCNC
Lahiru D. Chamain, Mehmet Cagri Ilter, Jyri Hämäläinen, Zhi Ding
2021 — conf
An End-to-End Learning Architecture for Efficient Image Encoding and Deep Learning.
EUSIPCO
Lahiru D. Chamain, Siyu Qi, Zhi Ding
2021 B conf
End-to-End optimized image compression for machines, a study.
DCC
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman
2021 J jnl
End-to-end optimized image compression for multiple machine tasks.
CoRR
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman
2020 J jnl
Eigenvalue-Based Detection of a Signal in Colored Noise: Finite and Asymptotic Analyses.
IEEE Trans. Inf. Theory
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
2020 J jnl
End-to-end optimized image compression for machines, a study.
CoRR
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman
2020 Misc conf
Improving Deep Learning Classification of JPEG2000 Images Over Bandlimited Networks.
ICASSP
Lahiru D. Chamain, Zhi Ding
2019 B conf
Detection of a Signal in Colored Noise: A Random Matrix Theory Based Analysis.
GLOBECOM
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
2019 J jnl
Detection of a Signal in Colored Noise: A Random Matrix Theory Based Analysis.
CoRR
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
2019 J jnl
Eigenvalue Based Detection of a Signal in Colored Noise: Finite and Asymptotic Analyses.
CoRR
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
2019 J jnl
Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications.
CoRR
Lahiru D. Chamain, Zhi Ding
2019 A conf
Quannet: Joint Image Compression and Classification Over Channels with Limited Bandwidth.
ICME
Lahiru D. Chamain, Sen-ching Samson Cheung, Zhi Ding