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Royson Lee
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 27
Top Topics
High Resolution Images
Single Frame
Video Super Resolution
Kernel Estimation
Top Venues
CoRR
MobiCom
NeurIPS
ECCV (26)
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Publications
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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)