| End-to-end optimized image compression for machines, a study LD Chamain, F Racapé, J Bégaint, A Pushparaja, S Feltman 2021 Data Compression Conference (DCC), 163-172, 2021 | 53 | 2021 |
| Quannet: Joint image compression and classification over channels with limited bandwidth LD Chamain, SS Cheung, Z Ding 2019 IEEE International Conference on Multimedia and Expo (ICME), 338-343, 2019 | 23 | 2019 |
| End-to-End Image Classification and Compression with variational autoencoders LD Chamain, S Qi, Z Ding IEEE Internet of Things Journal 9 (21), 21916-21931, 2022 | 17 | 2022 |
| End-to-end optimized image compression for multiple machine tasks LD Chamain, F Racapé, J Bégaint, A Pushparaja, S Feltman arXiv preprint arXiv:2103.04178, 2021 | 17 | 2021 |
| Eigenvalue-based detection of a signal in colored noise: Finite and asymptotic analyses LD Chamain, P Dharmawansa, S Atapattu, C Tellambura IEEE Transactions on Information Theory 66 (10), 6413-6433, 2020 | 13 | 2020 |
| Improving deep learning classification of jpeg2000 images over bandlimited networks LD Chamain, Z Ding ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 10 | 2020 |
| Faster and accurate classification for jpeg2000 compressed images in networked applications LD Chamain, Z Ding arXiv preprint arXiv:1909.05638, 2019 | 8 | 2019 |
| Hierarchical training for distributed deep learning based on multimedia data over band-limited networks S Qi, LD Chamain, Z Ding 2022 IEEE International Conference on Image Processing (ICIP), 2871-2875, 2022 | 3 | 2022 |
| Stitching 3D ultrasound head images of neonates to monitor changes in ventricular volume H Chamain, A Fenster, ND Nanayakkara 2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES), 19-23, 2016 | 3 | 2016 |
| End-To-End Joint Image Compression and Deep Learning Under Bandwidth Constrained Environments LDCH Gamage University of California, Davis, 2022 | 1 | 2022 |
| An End-to-End Learning Architecture for Efficient Image Encoding and Deep Learning LD Chamain, S Qi, Z Ding 2021 29th European Signal Processing Conference (EUSIPCO), 691-695, 2021 | 1 | 2021 |
| Detection of a signal in colored noise: A random matrix theory based analysis LD Chamain, P Dharmawansa, S Atapattu, C Tellambura 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 1 | 2019 |
| A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification S Qi, A Wijesinghe, LD Chamain, Z Ding arXiv preprint arXiv:2310.19675, 2023 | | 2023 |
| End-to-End Optimization of JPEG-Based Deep Learning Process for Image Classification S Qi, LD Chamain, Z Ding arXiv preprint arXiv:2308.05840, 2023 | | 2023 |
| LEARNED VIDEO COMPRESSION AND CONNECTORS FOR MULTIPLE MACHINE TASKS R FABIEN, HGL DULANJANA, B JEAN, F SIMON WO Patent WO2022098731A1, 2022 | | 2022 |
| LEARNED VIDEO COMPRESSION FRAMEWORK FOR MULTIPLE MACHINE TASKS R FABIEN, HGL DULANJANA, P AKSHAY, B JEAN WO Patent WO2022098727A1, 2022 | | 2022 |
| Interplay between vertical sectorization and user distribution for urban NB-IoT networks LD Chamain, MC Ilter, J Hämäläinen, Z Ding 2022 IEEE Wireless Communications and Networking Conference (WCNC), 1401-1406, 2022 | | 2022 |
Zhi DingDistinguished Professor of Electrical and Computer Engineering, University of California DavisVerified email at ucdavis.edu
