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
Chenhongyi YangUniversity of EdinburghVerified email at ed.ac.uk
Gavia GrayCerebras SystemsVerified email at cerebras.net
Luke DarlowSakana AIVerified email at sakana.ai
Valentin RaduUniversity of SheffieldVerified email at shef.ac.uk
Joseph MellorResearcher, University of EdinburghVerified email at ed.ac.uk
Massimiliano PatacchiolaUniversity of Cambridge, Postdoctoral ResearcherVerified email at cam.ac.uk
Miguel Espinosa MinanoPhD Student, University of EdinburghVerified email at ed.ac.uk
Perry GibsonUniversity of GlasgowVerified email at glasgow.ac.uk
Linus EricssonUniversity of EdinburghVerified email at ed.ac.uk
Lichao HuangSenior Engineer, Horizon Robotics IncVerified email at horizon.ai
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
Omkar M ParkhiResearch Scientist, FacebookVerified email at fb.com
Zehui ChenUSTCVerified email at mail.ustc.edu.cn

Elliot J. Crowley

Associate Professor, 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	452	2018
Neural Architecture Search without Training J Mellor, J Turner, A Storkey, EJ Crowley ICML, 2021	439	2021
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	164*	2020
Moonshine: Distilling with cheap convolutions EJ Crowley, G Gray, AJ Storkey Advances in Neural Information Processing Systems 31, 2018	144	2018
In search of art EJ Crowley, A Zisserman VISART Workshop, European Conference on Computer Vision, 54-70, 2014	140	2014
The State of the Art: Object Retrieval in Paintings using Discriminative Regions. E Crowley, A Zisserman BMVC, 2014	105	2014
The art of detection EJ Crowley, A Zisserman VISART Workshop, European Conference on Computer Vision, 721-737, 2016	73	2016
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	69	2020
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	62*	2018
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	58	2018
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	49	2019
Face Painting: querying art with photos. EJ Crowley, OM Parkhi, A Zisserman BMVC, 65.1-65.13, 2015	48	2015
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition C Yang, Z Chen, M Espinosa, L Ericsson, Z Wang, J Liu, EJ Crowley arXiv preprint arXiv:2403.17695, 2024	34	2024
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	32	2020
Prediction-guided distillation for dense object detection C Yang, M Ochal, A Storkey, EJ Crowley European Conference on Computer Vision, 123-138, 2022	30	2022
Of gods and goats: Weakly supervised learning of figurative art EJ Crowley, A Zisserman BMVC, 2013	24	2013
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation C Yang, J Xu, S De Mello, EJ Crowley, X Wang ICLR, 2023	16	2023
Neural architecture search as program transformation exploration J Turner, EJ Crowley, MFP O'Boyle Proceedings of the 26th ACM International Conference on Architectural …, 2021	15	2021
Distilling with Performance Enhanced Students J Turner, EJ Crowley, V Radu, J Cano, A Storkey, M O’Boyle stat 1050, 7, 2019	13*	2019
Visual recognition in art using machine learning E Crowley University of Oxford, 2017	10	2017

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