Anton van den Hengel

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Chunhua ShenZhejiang UniversityVerified email at zju.edu.cn
Professor Javen Qinfeng ShiDirector for Causal AI Group, University of AdelaideVerified email at adelaide.edu.au
Anthony DickComputer Science, University of AdelaideVerified email at adelaide.edu.au
Qi WuAssociate Professor, University of Adelaide, Adelaide, AustraliaVerified email at adelaide.edu.au
Lingqiao LiuAssociate Professor at the University of AdelaideVerified email at adelaide.edu.au
Michael J BrooksEmeritus Professor, University of AdelaideVerified email at adelaide.edu.au
Wojciech ChojnackiAdjunct Professor, Shool of Computing and Mathematical Sciences, The University of AdelaideVerified email at adelaide.edu.au
Damien TeneyIdiap Research InstituteVerified email at idiap.ch
Dong GongUniversity of New South Wales (UNSW)Verified email at unsw.edu.au
Ehsan AbbasnejadAustralian Institute for Machine Learning, University of AdelaideVerified email at adelaide.edu.au
Ian D ReidMohammed Bin Zayed University of Artificial Intelligence and University of AdelaideVerified email at adelaide.edu.au
Guansong PangAssistant Professor of Computer Science, Singapore Management UniversityVerified email at smu.edu.sg
Peng WangSchool of Computer Science, Northwestern Polytechnical University, ChinaVerified email at nwpu.edu.cn
Sakrapee PaisitkriangkraiPostdoctoral research fellow, Australian Centre for Visual Technologies, The University of AdelaideVerified email at adelaide.edu.au
Guosheng LinNanyang Technological UniversityVerified email at ntu.edu.sg
Xi Li（李玺）College of Computer Science, Zhejiang University, China;Verified email at zju.edu.cn
Longbing CaoDistinguished Chair Professor in AI & ARC Future Fellow (Level 3), Macquarie UniversityVerified email at mq.edu.au
Dr Henry DetmoldVerified email at acm.org
Wei Weinorthwestern polytechnic universityVerified email at nwpu.edu.cn
Stephen GouldProfessor at Australian National UniversityVerified email at anu.edu.au

Anton van den Hengel

Director of the Centre for Augmented Reasoning at AIML.

Verified email at adelaide.edu.au

Computer Vision Machine Learning Visual Question Answering


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Image-based recommendations on styles and substitutes J McAuley, C Targett, Q Shi, A Van Den Hengel Proceedings of the 38th international ACM SIGIR conference on research and …, 2015	2633	2015
Deep learning for anomaly detection: A review G Pang, C Shen, L Cao, AVD Hengel ACM computing surveys (CSUR) 54 (2), 1-38, 2021	2204	2021
Wider or deeper: Revisiting the resnet model for visual recognition Z Wu, C Shen, A Van Den Hengel Pattern recognition 90, 119-133, 2019	1717	2019
Memorizing normality to detect anomaly: Memory-augmented deep autoencoder for unsupervised anomaly detection D Gong, L Liu, V Le, B Saha, MR Mansour, S Venkatesh, A Hengel Proceedings of the IEEE/CVF international conference on computer vision …, 2019	1535	2019
Vision-and-language navigation: Interpreting visually-grounded navigation instructions in real environments P Anderson, Q Wu, D Teney, J Bruce, M Johnson, N Sünderhauf, I Reid, ... Proceedings of the IEEE conference on computer vision and pattern …, 2018	1356	2018
Efficient piecewise training of deep structured models for semantic segmentation G Lin, C Shen, A Van Den Hengel, I Reid Proceedings of the IEEE conference on computer vision and pattern …, 2016	1192	2016
A survey of appearance models in visual object tracking X Li, W Hu, C Shen, Z Zhang, A Dick, AVD Hengel ACM transactions on Intelligent Systems and Technology (TIST) 4 (4), 1-48, 2013	934	2013
Depth and surface normal estimation from monocular images using regression on deep features and hierarchical crfs B Li, C Shen, Y Dai, A Van Den Hengel, M He Proceedings of the IEEE conference on computer vision and pattern …, 2015	720	2015
Refuge challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs JI Orlando, H Fu, JB Breda, K Van Keer, DR Bathula, A Diaz-Pinto, ... Medical image analysis 59, 101570, 2020	612	2020
Fvqa: Fact-based visual question answering P Wang, Q Wu, C Shen, A Dick, A Van Den Hengel IEEE transactions on pattern analysis and machine intelligence 40 (10), 2413 …, 2017	547	2017
What value do explicit high level concepts have in vision to language problems? Q Wu, C Shen, L Liu, A Dick, A Van Den Hengel Proceedings of the IEEE conference on computer vision and pattern …, 2016	544	2016
Learning to rank in person re-identification with metric ensembles S Paisitkriangkrai, C Shen, A Van Den Hengel Proceedings of the IEEE conference on computer vision and pattern …, 2015	538	2015
Fast supervised hashing with decision trees for high-dimensional data G Lin, C Shen, Q Shi, A Van den Hengel, D Suter Proceedings of the IEEE conference on computer vision and pattern …, 2014	491	2014
Graph-structured representations for visual question answering D Teney, L Liu, A van Den Hengel Proceedings of the IEEE conference on computer vision and pattern …, 2017	486	2017
Image captioning and visual question answering based on attributes and external knowledge Q Wu, C Shen, P Wang, A Dick, A Van Den Hengel IEEE transactions on pattern analysis and machine intelligence 40 (6), 1367-1381, 2017	478	2017
Tips and tricks for visual question answering: Learnings from the 2017 challenge D Teney, P Anderson, X He, A Van Den Hengel Proceedings of the IEEE conference on computer vision and pattern …, 2018	476	2018
Visual question answering: A survey of methods and datasets Q Wu, D Teney, P Wang, C Shen, A Dick, A Van Den Hengel Computer Vision and Image Understanding 163, 21-40, 2017	472	2017
From motion blur to motion flow: A deep learning solution for removing heterogeneous motion blur D Gong, J Yang, L Liu, Y Zhang, I Reid, C Shen, A Van Den Hengel, Q Shi Proceedings of the IEEE conference on computer vision and pattern …, 2017	463	2017
Ask me anything: Free-form visual question answering based on knowledge from external sources Q Wu, P Wang, C Shen, A Dick, A Van Den Hengel Proceedings of the IEEE conference on computer vision and pattern …, 2016	458	2016
Deep anomaly detection with deviation networks G Pang, C Shen, A Van Den Hengel Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019	382	2019

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