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Collaborations and top research areas from the last five years
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DLAS: A Conceptual Model for Across-Stack Deep Learning Acceleration
Gibson, P., Cano, J., Crowley, E. J., Storkey, A. J. & O'Boyle, M. F. P., 21 Mar 2025, In: ACM Transactions on Architecture and Code Optimization. 22, 1, p. 1-28 1.Research output: Contribution to journal › Article › peer-review
Open Access -
Widthformer: Toward efficient transformer-based bev view transformation
Yang, C., Lin, T., Huang, L. & Crowley, E. J., 25 Dec 2024, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation
Yang, C., Tkach, A., Hampali, S., Zhang, L., Crowley, E. J. & Keskin, C., 27 Nov 2024, Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LV. Springer Nature, p. 401-417Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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einspace: Searching for Neural Architectures from Fundamental Operations
Ericsson, L., Espinosa Minano, M., Yang, C., Antoniou, A., Storkey, A. J., Cohen, S. B., McDonagh, S. & Crowley, E. J., 25 Sept 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Neural Information Processing Systems Foundation (NeurIPS)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Neural Architecture Search as Program Transformation Exploration
Turner, J., Crowley, E. J. & O'boyle, M. F. P., 25 Sept 2024, (E-pub ahead of print) In: Communications of the ACM. 67, 10, p. 92-100 9 p.Research output: Contribution to journal › Article › peer-review
Open Access
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CHAI - EPSRC AI Hub for Causality in Healthcare AI with Real Data
Tsaftaris, S. (Principal Investigator), Baillie, K. (Co-investigator), Beentjes, S. (Co-investigator), Crowley, E. (Co-investigator), Escudero Rodriguez, J. (Co-investigator), Gouk, H. (Co-investigator), Guthrie, B. (Co-investigator), Harrison, E. (Co-investigator), Khamseh, A. (Co-investigator), King, R. (Co-investigator), Nazarpour, K. (Co-investigator), Parsons, M. (Co-investigator), Ramamoorthy, R. (Co-investigator), Seth, S. (Co-investigator), Simpson, I. (Co-investigator) & Whiteley, W. (Co-investigator)
Engineering and Physical Sciences Research Council
1/02/24 → 31/01/29
Project: Research
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A network of excellence for distributed, trustworthy, efficient and scalable AI at the Edge
Storkey, A. (Principal Investigator) & Crowley, E. (Co-investigator)
1/09/23 → 31/08/26
Project: Research
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Unlocking the Potential of Neural Architecture Search (UPNAS)
Crowley, E. (Principal Investigator)
Engineering and Physical Sciences Research Council
28/06/23 → 31/10/25
Project: Research
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Automated detection and classification of imaging features representative of acute ischaemic stroke on brain CT using computational deep learning
Mair, G. (Principal Investigator), Crowley, E. (Co-investigator), Storkey, A. (Co-investigator) & Wardlaw, J. (Co-investigator)
The Royal College of Radiologists
4/03/19 → 31/10/20
Project: Research
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Automated detection and classification of imaging features representative of acute ischaemic stroke on brain CT using computational deep learning
Wardlaw, J. (Principal Investigator), Crowley, E. (Co-investigator), Mair, G. (Co-investigator) & Storkey, A. (Co-investigator)
4/03/19 → 31/10/20
Project: Research