Jonathon S. Hare

According to our database, Jonathon S. Hare authored at least 96 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enabling ImageNet-Scale Deep Learning on MCUs for Accurate and Efficient Inference.

Sulaiman Sadiq, Jonathon S. Hare, Simon Craske, Partha Maji, Geoff V. Merrett

IEEE Internet Things J., April, 2024

Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints.

Jay Bear, Adam Prügel-Bennett, Jonathon S. Hare

CoRR, 2024

Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices.

Lei Xun, Jonathon S. Hare, Geoff V. Merrett

CoRR, 2024

Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices.

Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

FPGA Acceleration of Dynamic Neural Networks: Challenges and Advancements.

Anastasios Dimitriou, Benjamin Biggs, Jonathon S. Hare, Geoff V. Merrett

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

2023

Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs.

Anstasios Dimitriou, Mingyu Hu, Jonathon S. Hare, Geoff V. Merrett

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Exploring the Learning Mechanisms of Neural Division Modules.

Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare

Trans. Mach. Learn. Res., 2022

Similarity-Aware CNN for Efficient Video Recognition at the Edge.

Amin Sabet, Jonathon S. Hare, Bashir M. Al-Hashimi, Geoff V. Merrett

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Primer for Neural Arithmetic Logic Modules.

Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare

J. Mach. Learn. Res., 2022

Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity.

Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare

CoRR, 2022

Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms.

Lei Xun, Bashir M. Al-Hashimi, Jonathon S. Hare, Geoff V. Merrett

CoRR, 2022

Physically Embodied Deep Image Optimisation.

Daniela Mihai, Jonathon S. Hare

CoRR, 2022

Unsupervised Representation Learning via Information Compression.

Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Compositing Foreground and Background Using Variational Autoencoders.

Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

TinyOps: ImageNet Scale Deep Learning on Microcontrollers.

Sulaiman Sadiq, Jonathon S. Hare, Partha Maji, Simon Craske, Geoff V. Merrett

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

On parameterizing higher-order motion for behaviour recognition.

Yan Sun, Jonathon S. Hare, Mark S. Nixon

Pattern Recognit., 2021

How Convolutional Neural Network Architecture Biases Learned Opponency and Color Tuning.

Ethan Harris, Daniela Mihai, Jonathon S. Hare

Neural Comput., 2021

Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent?

Daniela Mihai, Jonathon S. Hare

CoRR, 2021

Learning Division with Neural Arithmetic Logic Modules.

Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare

CoRR, 2021

What Remains of Visual Semantic Embeddings.

Yue Jiao, Jonathon S. Hare, Adam Prügel-Bennett

CoRR, 2021

Temporal Early Exits for Efficient Video Object Detection.

Amin Sabet, Jonathon S. Hare, Bashir M. Al-Hashimi, Geoff V. Merrett

CoRR, 2021

Differentiable Drawing and Sketching.

Daniela Mihai, Jonathon S. Hare

CoRR, 2021

The emergence of visual semantics through communication games.

Daniela Mihai, Jonathon S. Hare

CoRR, 2021

Learning to Draw: Emergent Communication through Sketching.

Daniela Mihai, Jonathon S. Hare

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Dynamic Transformer for Efficient Machine Translation on Embedded Devices.

Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett

Proceedings of the 3rd ACM/IEEE Workshop on Machine Learning for CAD, 2021

Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms.

Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

GhostShiftAddNet: More Features from Energy-Efficient Operations.

Jia Bi, Jonathon S. Hare, Geoff V. Merrett

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Point at the Triple: Generation of Text Summaries from Knowledge Base Triples.

Pavlos Vougiouklis, Eddy Maddalena, Jonathon S. Hare, Elena Simperl

J. Artif. Intell. Res., 2020

How Convolutional Neural Network Architecture Biases Learned Opponency and Colour Tuning.

Ethan Harris, Daniela Mihai, Jonathon S. Hare

CoRR, 2020

Understanding and Enhancing Mixed Sample Data Augmentation.

Ethan Harris, Antonia Marcu, Matthew Painter, Mahesan Niranjan, Adam Prügel-Bennett, Jonathon S. Hare

CoRR, 2020

Linear Disentangled Representations and Unsupervised Action Estimation.

Matthew Painter, Adam Prügel-Bennett, Jonathon S. Hare

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract).

Pavlos Vougiouklis, Eddy Maddalena, Jonathon S. Hare, Elena Simperl

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

FSPool: Learning Set Representations with Featurewise Sort Pooling.

Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Avoiding hashing and encouraging visual semantics in referential emergent language games.

Daniela Mihai, Jonathon S. Hare

CoRR, 2019

Spatial and Colour Opponency in Anatomically Constrained Deep Networks.

Ethan Harris, Daniela Mihai, Jonathon S. Hare

CoRR, 2019

A Biologically Inspired Visual Working Memory for Deep Networks.

Ethan Harris, Mahesan Niranjan, Jonathon S. Hare

CoRR, 2019

Deep Set Prediction Networks.

Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Representations of Sets through Optimized Permutations.

Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples.

Pavlos Vougiouklis, Hady ElSahar, Lucie-Aimée Kaffee, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl

J. Web Semant., 2018

Deep Cascade Learning.

Enrique S. Marquez, Jonathon S. Hare, Mahesan Niranjan

IEEE Trans. Neural Networks Learn. Syst., 2018

Semantic Face Signatures: Recognizing and Retrieving Faces by Verbal Descriptions.

Nawaf Yousef Almudhahka, Mark S. Nixon, Jonathon S. Hare

IEEE Trans. Inf. Forensics Secur., 2018

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images.

Ce Zhang, Isabel Sargent, Xin Pan, Andy Gardiner, Jonathon S. Hare, Peter M. Atkinson

IEEE Trans. Geosci. Remote. Sens., 2018

Detecting heel strikes for gait analysis through acceleration flow.

Yan Sun, Jonathon S. Hare, Mark S. Nixon

IET Comput. Vis., 2018

Torchbearer: A Model Fitting Library for PyTorch.

Ethan Harris, Matthew Painter, Jonathon S. Hare

CoRR, 2018

Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata.

Lucie-Aimée Kaffee, Hady ElSahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

T-REx: A Large Scale Alignment of Natural Language with Knowledge Base Triples.

Hady ElSahar, Pavlos Vougiouklis, Arslen Remaci, Christophe Gravier, Jonathon S. Hare, Frédérique Laforest, Elena Simperl

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Learning to Count Objects in Natural Images for Visual Question Answering.

Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett

Proceedings of the 6th International Conference on Learning Representations, 2018

How Biased Is Your NLG Evaluation? (short paper).

Pavlos Vougiouklis, Eddy Maddalena, Jonathon S. Hare, Elena Simperl

Proceedings of the 1st Workshop on Subjectivity, 2018

Mind the (Language) Gap: Generation of Multilingual Wikipedia Summaries from Wikidata for ArticlePlaceholders.

Lucie-Aimée Kaffee, Hady ElSahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl

Proceedings of the Semantic Web - 15th International Conference, 2018

2017

What do Wikidata and Wikipedia Have in Common?: An Analysis of their Use of External References.

Alessandro Piscopo, Pavlos Vougiouklis, Lucie-Aimée Kaffee, Christopher Phethean, Jonathon S. Hare, Elena Simperl

Proceedings of the 13th International Symposium on Open Collaboration, 2017

Analysing Acceleration for Motion Analysis.

Yan Sun, Jonathon S. Hare, Mark S. Nixon

Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

Inference and Discovery in Remote Sensing Data with Features Extracted Using Deep Networks.

Isabel Sargent, Jonathon S. Hare, David Young, Olivia Wilson, Charis Doidge, David Holland, Peter M. Atkinson

Proceedings of the Artificial Intelligence XXXIV, 2017

Automatic Semantic Face Recognition.

Nawaf Yousef Almudhahka, Mark S. Nixon, Jonathon S. Hare

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

Human face identification via comparative soft biometrics.

Nawaf Almudhahka, Mark S. Nixon, Jonathon S. Hare

Proceedings of the IEEE International Conference on Identity, 2016

Detecting acceleration for gait and crime scene analysis.

Yan Sun, Jonathon S. Hare, Mark S. Nixon

Proceedings of the 7th International Conference on Imaging for Crime Detection and Prevention, 2016

A Neural Network Approach for Knowledge-Driven Response Generation.

Pavlos Vougiouklis, Jonathon S. Hare, Elena Simperl

Proceedings of the COLING 2016, 2016

Unconstrained human identification using comparative facial soft biometrics.

Nawaf Almudhahka, Mark S. Nixon, Jonathon S. Hare

Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Aligning Texts and Knowledge Bases with Semantic Sentence Simplification.

Yassine Mrabet, Pavlos Vougiouklis, Halil Kilicoglu, Claire Gardent, Dina Demner-Fushman, Jonathon S. Hare, Elena Simperl

Proceedings of the 2nd International Workshop on Natural Language Generation and the Semantic Web, 2016

2015

Entity-Based Opinion Mining from Text and Multimedia.

Diana Maynard, Jonathon S. Hare

Proceedings of the Advances in Social Media Analysis, 2015

Detection of social events in streams of social multimedia.

Jonathon S. Hare, Sina Samangooei, Mahesan Niranjan, Nicholas Gibbins

Int. J. Multim. Inf. Retr., 2015

2014

Practical scalable image analysis and indexing using Hadoop.

Jonathon S. Hare, Sina Samangooei, Paul H. Lewis

Multim. Tools Appl., 2014

Information extraction from multimedia web documents: an open-source platform and testbed.

David Paul Dupplaw, Michael Matthews, Richard Johansson, Giulia Boato, Andrea Costanzo, Marco Fontani, Enrico Minack, Elena Demidova, Roi Blanco, Thomas Griffiths, Paul H. Lewis, Jonathon S. Hare, Alessandro Moschitti

Int. J. Multim. Inf. Retr., 2014

Exploiting Multimedia in Creating and Analysing Multimedia Web Archives.

Jonathon S. Hare, David Dupplaw, Paul H. Lewis, Wendy Hall, Kirk Martinez

Future Internet, 2014

NicePic!: a system for extracting attractive photos from flickr streams.

Sergej Zerr, Stefan Siersdorfer, José San Pedro, Jonathon S. Hare, Xiaofei Zhu

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling.

Babak Loni, Jonathon S. Hare, Mihai Georgescu, Michael Riegler, Xiaofei Zhu, Mohamed Morchid, Richard Dufour, Martha A. Larson

Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Placing Photos with a Multimodal Probability Density Function.

Jonathon S. Hare, Jamie Davies, Sina Samangooei, Paul H. Lewis

Proceedings of the International Conference on Multimedia Retrieval, 2014

2013

Multimodal Sentiment Analysis of Social Media.

Diana Maynard, David Dupplaw, Jonathon S. Hare

Proceedings of the BCS SGAI Workshop on Social Media Analysis 2013 co-located with 33rd Annual International Conference of the British Computer Society's Specialist Group on Artificial Intelligence (BCS SGAI 2013), 2013

Twitter's visual pulse.

Jonathon S. Hare, Sina Samangooei, David Dupplaw, Paul H. Lewis

Proceedings of the International Conference on Multimedia Retrieval, 2013

Explicit diversification of image search.

Jonathon S. Hare, Paul H. Lewis

Proceedings of the International Conference on Multimedia Retrieval, 2013

Social Event Detection Via Sparse Multi-modal Feature Selection and Incremental Density Based Clustering.

Sina Samangooei, Jonathon S. Hare, David Dupplaw, Mahesan Niranjan, Nicholas Gibbins, Paul H. Lewis, Jamie Davies, Neha Jain, John Preston

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

A Unified, Modular and Multimodal Approach to Search and Hyperlinking Video.

John Preston, Jonathon S. Hare, Sina Samangooei, Jamie Davies, Neha Jain, David Dupplaw, Paul H. Lewis

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Experiments in Diversifying Flickr Result Sets.

Neha Jain, Jonathon S. Hare, Sina Samangooei, John Preston, Jamie Davies, David Dupplaw, Paul H. Lewis

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

An Investigation of Techniques that Aim to Improve the Quality of Labels provided by the Crowd.

Jonathon S. Hare, Maribel Acosta, Anna Weston, Elena Simperl, Sina Samangooei, David Dupplaw, Paul H. Lewis

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Identifying the Geographic Location of an Image with a Multimodal Probability Density Function.

Jamie Davies, Jonathon S. Hare, Sina Samangooei, John Preston, Neha Jain, David Dupplaw, Paul H. Lewis

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012

Privacy-aware image classification and search.

Sergej Zerr, Stefan Siersdorfer, Jonathon S. Hare, Elena Demidova

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Semantically Tagging Images of Landmarks.

Heather S. Packer, Jonathon S. Hare, Sina Samangooei, Paul H. Lewis

Proceedings of the 1st International Workshop on Knowledge Extraction & Consolidation from Social Media, 2012

ImageTerrier: an extensible platform for scalable high-performance image retrieval.

Jonathon S. Hare, Sina Samangooei, David Dupplaw, Paul H. Lewis

Proceedings of the International Conference on Multimedia Retrieval, 2012

PicAlert!: a system for privacy-aware image classification and retrieval.

Sergej Zerr, Stefan Siersdorfer, Jonathon S. Hare

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

OpenIMAJ and ImageTerrier: Java libraries and tools for scalable multimedia analysis and indexing of images.

Jonathon S. Hare, Sina Samangooei, David Dupplaw

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Efficient clustering and quantisation of SIFT features: exploiting characteristics of the SIFT descriptor and interest region detectors under image inversion.

Jonathon S. Hare, Sina Samangooei, Paul H. Lewis

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

2010

Image and Collateral Text in Support of Auto-Annotation and Sentiment Analysis.

Pamela Zontone, Giulia Boato, Jonathon S. Hare, Paul H. Lewis, Stefan Siersdorfer, Enrico Minack

Proceedings of TextGraphs@ACL 2010 Workshop on Graph-based Methods for Natural Language Processing, 2010

Analyzing and predicting sentiment of images on the social web.

Stefan Siersdorfer, Enrico Minack, Fan Deng, Jonathon S. Hare

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Automatically annotating the MIR Flickr dataset: experimental protocols, openly available data and semantic spaces.

Jonathon S. Hare, Paul H. Lewis

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

2009

Image Diversity Analysis: Context, Opinion and Bias.

Pamela Zontone, Giulia Boato, Francesco G. B. De Natale, Alessia De Rosa, Mauro Barni, Alessandro Piva, Jonathon S. Hare, David Dupplaw, Paul H. Lewis

Proceedings of First International Workshop on Living Web, 2009

IAM@ImageCLEFPhotoAnnotation 2009: Naïve Application of a Linear-Algebraic Semantic Space.

Jonathon S. Hare, Paul H. Lewis

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features.

Jonathon S. Hare, David Paul Dupplaw, Paul H. Lewis

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

2008

A Delivery Engine for QTI Assessments.

Gary B. Wills, Jonathon S. Hare, Jiri Kajaba, David Argles, Lester Gilbert, David E. Millard

Int. J. Emerg. Technol. Learn., 2008

Semantic spaces revisited: investigating the performance of auto-annotation and semantic retrieval using semantic spaces.

Jonathon S. Hare, Sina Samangooei, Paul H. Lewis, Mark S. Nixon

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007

Facing the reality of semantic image retrieval.

Peter G. B. Enser, Christine J. Sandom, Jonathon S. Hare, Paul H. Lewis

J. Documentation, 2007

Semantic facets: an in-depth analysis of a semantic image retrieval system.

Jonathon S. Hare, Paul H. Lewis, Peter G. B. Enser, Christine J. Sandom

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

Saliency for image description and retrieval.

Jonathon S. Hare

PhD thesis, 2006

Image Auto-Annotation using a Statistical Model with Salient Regions.

Jiayu Tang, Jonathon S. Hare, Paul H. Lewis

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Linear-Algebraic Technique with an Application in Semantic Image Retrieval.

Jonathon S. Hare, Paul H. Lewis, Peter G. B. Enser, Christine J. Sandom

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005

Content-based image retrieval using a mobile device as a novel interface.

Jonathon S. Hare, Paul H. Lewis

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2005, 2005

On Image Retrieval Using Salient Regions with Vector-Spaces and Latent Semantics.

Jonathon S. Hare, Paul H. Lewis

Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2004

Salient Regions for Query by Image Content.

Jonathon S. Hare, Paul H. Lewis

Proceedings of the Image and Video Retrieval: Third International Conference, 2004