Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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R6522CSC: Energy-efficient Heterogeneous COmputing at exaSCALE
Spence, I. (PI) & Nikolopoulos, D. (CoI)
30/06/2015 → …
Project: Research
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R6410CSC: NanoStreams: A Hardware and Software Stack for Real-Time Analytics on Fast Data Streams
Nikolopoulos, D. (PI), Spence, I. (CoI) & Woods, R. (CoI)
01/08/2013 → …
Project: Research
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R6359ECI: HANDHELD: Handheld olfactory detection
Gillan, C. (PI), Campbell, K. (CoI), Elliott, C. (CoI), Linton, D. (CoI) & Spence, I. (CoI)
01/08/2011 → …
Project: Research
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DNNShifter : An efficient DNN pruning system for edge computing
Eccles, B. J., Rodgers, P., Kilpatrick, P., Spence, I. & Varghese, B., 01 Mar 2024, In: Future Generation Computer Systems. 152, p. 43-54 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)40 Downloads (Pure) -
Multi modal fusion for video retrieval based on CLIP guide feature alignment
Wu, G., Haider, A., Spence, I. & Wang, H., 10 Jun 2024, MVRMLM '24: Proceedings of 2024 ACM ICMR Workshop on Multimodal Video Retrieval. Association for Computing Machinery, p. 45-50 6 p. (Proceedings of ACM ICMR Workshop on Multimodal Video Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile5 Downloads (Pure) -
Multi-modal video search by examples – A video quality impact analysis
Wu, G., Haider, A., Tian, X., Loweimi, E., Chan, C. H., Qian, M., Muhammad, A., Spence, I., Cooper, R., Ng, W. W. Y., Kittler, J., Gales, M. & Wang, H., 27 Jul 2024, (Early online date) In: IET Computer Vision. 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Downloads (Pure) -
PiPar: Pipeline parallelism for collaborative machine learning
Zhang, Z., Rodgers, P., Kilpatrick, P., Spence, I. & Varghese, B., Nov 2024, In: Journal of Parallel and Distributed Computing. 193, 104947.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Residual feature decomposition and multi-task learning-based variation-invariant face recognition
Haider, A., Wu, G., Spence, I. & Wang, H., 11 Aug 2024, (Early online date) In: Neural Computing and Applications. 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure)
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KTP with Linden Foods Ltd (PI)
Greer, D. (Advisor), Elliott, C. (Contributor) & Spence, I. (Participant)
01 Aug 2019Activity: Consultancy types › KTP & Consultancy in kind
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IEEE Transactions on Knowledge and Data Engineering (Journal)
Spence, I. (Peer reviewer)
01 Jan 2019 → 31 Jan 2019Activity: Publication peer-review and editorial work types › Publication peer-review
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KTP Devenish Nutrition
Elliott, C. (Consultant), Kilpatrick, P. (Consultant) & Spence, I. (Consultant)
2019 → 2021Activity: Consultancy types › KTP & Consultancy in kind
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Journal of Information Security and Applications (Journal)
Spence, I. (Peer reviewer)
16 Jul 2018Activity: Publication peer-review and editorial work types › Publication peer-review
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Concurrency and Computation: Practice and Experience (Journal)
Spence, I. (Peer reviewer)
01 Jul 2018 → 01 Jan 2019Activity: Publication peer-review and editorial work types › Publication peer-review