Lahiru D. Chamain

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Random Matrix Theory

Accurate Classification

Short Time Fourier Transform

Top Venues

IEEE Trans. Inf. Theory

Publications

Siyu Qi, Achintha Wijesinghe, Lahiru D. Chamain, Zhi Ding
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification. CoRR (2023)
Lahiru D. Chamain, Mehmet Cagri Ilter, Jyri Hämäläinen, Zhi Ding
Interplay between vertical sectorization and user distribution for urban NB-IoT networks. WCNC (2022)
Siyu Qi, Lahiru D. Chamain, Zhi Ding
Hierarchical Training for Distributed Deep Learning Based on Multimedia Data over Band-Limited Networks. ICIP (2022)
Lahiru D. Chamain, Siyu Qi, Zhi Ding
End-to-End Image Classification and Compression With Variational Autoencoders. IEEE Internet Things J. 9 (21) (2022)
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman
End-to-End optimized image compression for machines, a study. DCC (2021)
Lahiru D. Chamain, Siyu Qi, Zhi Ding
An End-to-End Learning Architecture for Efficient Image Encoding and Deep Learning. EUSIPCO (2021)
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman
End-to-end optimized image compression for multiple machine tasks. CoRR (2021)
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
Eigenvalue-Based Detection of a Signal in Colored Noise: Finite and Asymptotic Analyses. IEEE Trans. Inf. Theory 66 (10) (2020)
Lahiru D. Chamain, Zhi Ding
Improving Deep Learning Classification of JPEG2000 Images Over Bandlimited Networks. ICASSP (2020)
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint, Akshay Pushparaja, Simon Feltman
End-to-end optimized image compression for machines, a study. CoRR (2020)
Lahiru D. Chamain, Zhi Ding
Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications. CoRR (2019)
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
Detection of a Signal in Colored Noise: A Random Matrix Theory Based Analysis. CoRR (2019)
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
Detection of a Signal in Colored Noise: A Random Matrix Theory Based Analysis. GLOBECOM (2019)
Lahiru D. Chamain, Sen-ching Samson Cheung, Zhi Ding
Quannet: Joint Image Compression and Classification Over Channels with Limited Bandwidth. ICME (2019)
Lahiru D. Chamain, Prathapasinghe Dharmawansa, Saman Atapattu, Chintha Tellambura
Eigenvalue Based Detection of a Signal in Colored Noise: Finite and Asymptotic Analyses. CoRR (2019)