Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator
Abdelfattah, Mohamed S., Dudziak, Lukasz, Chau, Thomas, Lee, Royson, Kim, Hyeji, Lane, Nicholas D.
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
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Conference Proceeding
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design
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Published in 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2022)
Published in 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2022)
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Conference Proceeding
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation
Lee, Royson, Li, Rui, Venieris, Stylianos, Hospedales, Timothy, Huszar, Ferenc, Lane, Nicholas D.
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
Temporal Kernel Consistency for Blind Video Super-Resolution
Xiang, Lichuan, Lee, Royson, Abdelfattah, Mohamed S., Lane, Nicholas D., Wen, Hongkai
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
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Conference Proceeding
Electronic device and Method for controlling the electronic device thereof
BHATTACHARYA SOURAV, LEE ROYSON, ABDELFATTAH MOHAMED, DUDZIAK LUKASZ, KIM HYE JI, CHAU CHUN PONG
Year of Publication 24.03.2021
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Year of Publication 24.03.2021
Patent
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-Resolution
Venieris, Stylianos I, Almeida, Mario, Lee, Royson, Lane, Nicholas D
Published in arXiv.org (14.03.2023)
Published in arXiv.org (14.03.2023)
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Paper
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Progressive Mixed-Precision Decoding for Efficient LLM Inference
Chen, Hao Mark, Tan, Fuwen, Kouris, Alexandros, Lee, Royson, Fan, Hongxiang, Venieris, Stylianos I
Year of Publication 17.10.2024
Year of Publication 17.10.2024
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Journal Article
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor
Loya, Hrushikesh, Dudziak, Łukasz, Mehrotra, Abhinav, Lee, Royson, Fernandez-Marques, Javier, Lane, Nicholas D, Wen, Hongkai
Year of Publication 30.11.2023
Year of Publication 30.11.2023
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Journal Article
MobileQuant: Mobile-friendly Quantization for On-device Language Models
Tan, Fuwen, Lee, Royson, Dudziak, Łukasz, Hu, Shell Xu, Bhattacharya, Sourav, Hospedales, Timothy, Tzimiropoulos, Georgios, Martinez, Brais
Year of Publication 25.08.2024
Year of Publication 25.08.2024
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Journal Article
FedL2P: Federated Learning to Personalize
Lee, Royson, Kim, Minyoung, Li, Da, Qiu, Xinchi, Hospedales, Timothy, Huszár, Ferenc, Lane, Nicholas D
Year of Publication 03.10.2023
Year of Publication 03.10.2023
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Journal Article
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation
Lee, Royson, Li, Rui, Venieris, Stylianos I, Hospedales, Timothy, Huszár, Ferenc, Lane, Nicholas D
Year of Publication 15.12.2022
Year of Publication 15.12.2022
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Journal Article
Recurrent Early Exits for Federated Learning with Heterogeneous Clients
Lee, Royson, Fernandez-Marques, Javier, Hu, Shell Xu, Li, Da, Laskaridis, Stefanos, Dudziak, Łukasz, Hospedales, Timothy, Huszár, Ferenc, Lane, Nicholas D
Year of Publication 23.05.2024
Year of Publication 23.05.2024
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Journal Article
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design
Fan, Hongxiang, Chau, Thomas, Venieris, Stylianos I, Lee, Royson, Kouris, Alexandros, Luk, Wayne, Lane, Nicholas D, Abdelfattah, Mohamed S
Year of Publication 20.09.2022
Year of Publication 20.09.2022
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Journal Article
Temporal Kernel Consistency for Blind Video Super-Resolution
Xiang, Lichuan, Lee, Royson, Abdelfattah, Mohamed S, Lane, Nicholas D, Wen, Hongkai
Year of Publication 18.08.2021
Year of Publication 18.08.2021
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Journal Article