Royson Lee

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

High Resolution Images

Video Super Resolution

Kernel Estimation

Top Venues

Publications

Royson Lee, Rui Li, Stylianos I. Venieris, Timothy M. Hospedales, Ferenc Huszár, Nicholas D. Lane
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation. WACV (2024)
Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution. IEEE Trans. Mob. Comput. 23 (3) (2024)
Royson Lee, Javier Fernández-Marqués, Shell Xu Hu, Da Li, Stefanos Laskaridis, Lukasz Dudziak, Timothy M. Hospedales, Ferenc Huszár, Nicholas D. Lane
Recurrent Early Exits for Federated Learning with Heterogeneous Clients. CoRR (2024)
Wanru Zhao, Yihong Chen, Royson Lee, Xinchi Qiu, Yan Gao, Hongxiang Fan, Nicholas Donald Lane
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages. ICLR (2024)
Royson Lee, Minyoung Kim, Da Li, Xinchi Qiu, Timothy M. Hospedales, Ferenc Huszár, Nicholas D. Lane
FedL2P: Federated Learning to Personalize. CoRR (2023)
Royson Lee, Minyoung Kim, Da Li, Xinchi Qiu, Timothy M. Hospedales, Ferenc Huszar, Nicholas D. Lane
FedL2P: Federated Learning to Personalize. NeurIPS (2023)
Hrushikesh Loya, Lukasz Dudziak, Abhinav Mehrotra, Royson Lee, Javier Fernández-Marqués, Nicholas D. Lane, Hongkai Wen
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor. CoRR (2023)
Royson Lee, Rui Li, Stylianos I. Venieris, Timothy M. Hospedales, Ferenc Huszár, Nicholas D. Lane
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation. CoRR (2022)
Hongxiang Fan, Thomas Chun-Pong Chau, Stylianos I. Venieris, Royson Lee, Alexandros Kouris, Wayne Luk, Nicholas D. Lane, Mohamed S. Abdelfattah
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design. CoRR (2022)
Royson Lee, Stylianos I. Venieris, Nicholas D. Lane
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions. ACM Comput. Surv. 54 (8) (2022)
Stylianos I. Venieris, Mário Almeida, Royson Lee, Nicholas D. Lane
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution. CoRR (2022)
Hongxiang Fan, Thomas Chau, Stylianos I. Venieris, Royson Lee, Alexandros Kouris, Wayne Luk, Nicholas D. Lane, Mohamed S. Abdelfattah
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design. MICRO (2022)
Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen
Temporal Kernel Consistency for Blind Video Super-Resolution. CoRR (2021)
Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen
Temporal Kernel Consistency for Blind Video Super-Resolution. ICCVW (2021)
Royson Lee, Stylianos I. Venieris, Nicholas D. Lane
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions. CoRR (2021)
Mohamed S. Abdelfattah, Lukasz Dudziak, Thomas C. P. Chau, Royson Lee, Hyeji Kim, Nicholas D. Lane
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator. CoRR (2020)
Thomas C. P. Chau, Lukasz Dudziak, Mohamed S. Abdelfattah, Royson Lee, Hyeji Kim, Nicholas D. Lane
BRP-NAS: Prediction-based NAS using GCNs. CoRR (2020)
Lukasz Dudziak, Thomas C. P. Chau, Mohamed S. Abdelfattah, Royson Lee, Hyeji Kim, Nicholas D. Lane
BRP-NAS: Prediction-based NAS using GCNs. NeurIPS (2020)
Royson Lee, Lukasz Dudziak, Mohamed S. Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane
Journey Towards Tiny Perceptual Super-Resolution. CoRR (2020)
Royson Lee, Lukasz Dudziak, Mohamed S. Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane
Journey Towards Tiny Perceptual Super-Resolution. ECCV (26) (2020)
Royson Lee, Stylianos I. Venieris, Nicholas D. Lane
Neural Enhancement in Content Delivery Systems: The State-of-the-Art and Future Directions. DistributedML@CoNEXT (2020)
Mohamed S. Abdelfattah, Lukasz Dudziak, Thomas C. P. Chau, Royson Lee, Hyeji Kim, Nicholas D. Lane
Codesign-NAS: Automatic FPGA/CNN Codesign Using Neural Architecture Search. FPGA (2020)
Royson Lee, Stylianos I. Venieris, Nicholas D. Lane
Neural Enhancement in Content Delivery Systems: The State-of-the-Art and Future Directions. CoRR (2020)
Mohamed S. Abdelfattah, Lukasz Dudziak, Thomas C. P. Chau, Royson Lee, Hyeji Kim, Nicholas D. Lane
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator. DAC (2020)
Royson Lee, Stylianos I. Venieris, Lukasz Dudziak, Sourav Bhattacharya, Nicholas D. Lane
MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors. CoRR (2019)
Royson Lee, Stylianos I. Venieris, Lukasz Dudziak, Sourav Bhattacharya, Nicholas D. Lane
MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors. MobiCom (2019)
Royson Lee, Stylianos I. Venieris, Lukasz Dudziak, Sourav Bhattacharya, Nicholas D. Lane
Poster: MobiSR - Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors. MobiCom (2019)