Elliot J. Crowley

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Amos StorkeyProfessor of Machine Learning and AI, School of Informatics, University of Edinburgh, UKVerified email at ed.ac.uk
Jack TurnerQualcommVerified email at qti.qualcomm.com
Michael O'BoyleProfessor of Computer Science, University of EdinburghVerified email at inf.ed.ac.uk
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
Antreas AntoniouUniversity of EdinburghVerified email at antreas.io
Luke DarlowHuawei Research Centre, EdinburghVerified email at sms.ed.ac.uk
Valentin RaduUniversity of SheffieldVerified email at shef.ac.uk
Massimiliano PatacchiolaUniversity of Cambridge, Postdoctoral ResearcherVerified email at cam.ac.uk
Joseph MellorResearcher, University of EdinburghVerified email at ed.ac.uk
Chenhongyi YangUniversity of EdinburghVerified email at ed.ac.uk
Perry GibsonUniversity of GlasgowVerified email at glasgow.ac.uk
Omkar M ParkhiResearch Scientist, FacebookVerified email at fb.com
Björn FrankeProfessor in the School of Informatics, University of EdinburghVerified email at inf.ed.ac.uk
Kuba KaszykHuawei Research UKVerified email at huawei.com
Yuan WenLecturer (Assistant Professor), the University of AberdeenVerified email at abdn.ac.uk
Mateusz OchalUniversity of Edinburgh, Heriot-Watt UniversityVerified email at sms.ed.ac.uk
Shalini De MelloDistinguished Research Scientist - Nvidia ResearchVerified email at nvidia.com
Jiarui XUPhD Student, UC San DiegoVerified email at ucsd.edu
Xiaolong WangAssistant Professor, UC San DiegoVerified email at ucsd.edu
Agnieszka SłowikMicrosoft Research Cambridge, University of CambridgeVerified email at cam.ac.uk

Elliot J. Crowley

University of Edinburgh

Verified email at ed.ac.uk - Homepage

Machine Learning Deep Learning Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
CINIC-10 is not ImageNet or CIFAR-10 LN Darlow, EJ Crowley, A Antoniou, AJ Storkey Technical Report, 2018	309	2018
Neural Architecture Search without Training J Mellor, J Turner, A Storkey, EJ Crowley ICML, 2021	285	2021
In search of art EJ Crowley, A Zisserman VISART Workshop, European Conference on Computer Vision, 54-70, 2014	132	2014
Moonshine: Distilling with cheap convolutions EJ Crowley, G Gray, AJ Storkey Advances in Neural Information Processing Systems 31, 2018	131	2018
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels M Patacchiola, J Turner, EJ Crowley, M O'Boyle, A Storkey Advances in Neural Information Processing Systems, 2020	127*	2020
The State of the Art: Object Retrieval in Paintings using Discriminative Regions. E Crowley, A Zisserman BMVC, 2014	103	2014
The art of detection EJ Crowley, A Zisserman VISART Workshop, European Conference on Computer Vision, 721-737, 2016	71	2016
Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks J Turner, J Cano, V Radu, EJ Crowley, M O’Boyle, A Storkey 2018 IEEE International Symposium on Workload Characterization (IISWC), 101-110, 2018	56	2018
A Closer Look at Structured Pruning for Neural Network Compression EJ Crowley, J Turner, A Storkey, M O'Boyle arXiv preprint arXiv:1810.04622, 2018	52*	2018
Face Painting: querying art with photos. EJ Crowley, OM Parkhi, A Zisserman BMVC, 65.1-65.13, 2015	49	2015
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs V Radu, K Kaszyk, Y Wen, J Turner, J Cano, EJ Crowley, B Franke, ... IISWC, 2019	42	2019
BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget J Turner, EJ Crowley, M O'Boyle, A Storkey, G Gray International Conference on Learning Representations, 2020	41	2020
Optimizing Grouped Convolutions on Edge Devices P Gibson, J Cano, J Turner, EJ Crowley, M O’Boyle, A Storkey 2020 IEEE 31st International Conference on Application-specific Systems …, 2020	24	2020
Of gods and goats: Weakly supervised learning of figurative art EJ Crowley, A Zisserman BMVC, 2013	24	2013
Prediction-guided distillation for dense object detection C Yang, M Ochal, A Storkey, EJ Crowley European Conference on Computer Vision, 123-138, 2022	14	2022
Distilling with Performance Enhanced Students J Turner, EJ Crowley, V Radu, J Cano, A Storkey, M O’Boyle stat 1050, 7, 2019	12*	2019
Neural architecture search as program transformation exploration J Turner, EJ Crowley, MFP O'Boyle Proceedings of the 26th ACM International Conference on Architectural …, 2021	11	2021
Visual recognition in art using machine learning E Crowley University of Oxford, 2017	10	2017
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation C Yang, J Xu, S De Mello, EJ Crowley, X Wang ICLR, 2023	6	2023
Dilated DenseNets for Relational Reasoning A Antoniou, A Słowik, EJ Crowley, A Storkey arXiv preprint arXiv:1811.00410, 2018	5	2018

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