Jonathon S. Hare

Orcid: 0000-0003-2921-4283

Affiliations:
  • University of Southampton, Department of Electronics and Computer Science, UK


According to our database1, Jonathon S. Hare authored at least 93 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Bibliography

2024
Enabling ImageNet-Scale Deep Learning on MCUs for Accurate and Efficient Inference.
IEEE Internet Things J., April, 2024

Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices.
CoRR, 2024

2023
Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022
Exploring the Learning Mechanisms of Neural Division Modules.
Trans. Mach. Learn. Res., 2022

Similarity-Aware CNN for Efficient Video Recognition at the Edge.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Primer for Neural Arithmetic Logic Modules.
J. Mach. Learn. Res., 2022

Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity.
CoRR, 2022

Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms.
CoRR, 2022

Physically Embodied Deep Image Optimisation.
CoRR, 2022

Unsupervised Representation Learning via Information Compression.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Compositing Foreground and Background Using Variational Autoencoders.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

TinyOps: ImageNet Scale Deep Learning on Microcontrollers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
On parameterizing higher-order motion for behaviour recognition.
Pattern Recognit., 2021

How Convolutional Neural Network Architecture Biases Learned Opponency and Color Tuning.
Neural Comput., 2021

Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent?
CoRR, 2021

Learning Division with Neural Arithmetic Logic Modules.
CoRR, 2021

What Remains of Visual Semantic Embeddings.
CoRR, 2021

Temporal Early Exits for Efficient Video Object Detection.
CoRR, 2021

Differentiable Drawing and Sketching.
CoRR, 2021

The emergence of visual semantics through communication games.
CoRR, 2021

Learning to Draw: Emergent Communication through Sketching.
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.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

GhostShiftAddNet: More Features from Energy-Efficient Operations.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Point at the Triple: Generation of Text Summaries from Knowledge Base Triples.
J. Artif. Intell. Res., 2020

How Convolutional Neural Network Architecture Biases Learned Opponency and Colour Tuning.
CoRR, 2020

Understanding and Enhancing Mixed Sample Data Augmentation.
CoRR, 2020

Linear Disentangled Representations and Unsupervised Action Estimation.
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).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

FSPool: Learning Set Representations with Featurewise Sort Pooling.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Avoiding hashing and encouraging visual semantics in referential emergent language games.
CoRR, 2019

Spatial and Colour Opponency in Anatomically Constrained Deep Networks.
CoRR, 2019

A Biologically Inspired Visual Working Memory for Deep Networks.
CoRR, 2019

Deep Set Prediction Networks.
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.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples.
J. Web Semant., 2018

Deep Cascade Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Semantic Face Signatures: Recognizing and Retrieving Faces by Verbal Descriptions.
IEEE Trans. Inf. Forensics Secur., 2018

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Detecting heel strikes for gait analysis through acceleration flow.
IET Comput. Vis., 2018

Torchbearer: A Model Fitting Library for PyTorch.
CoRR, 2018

Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata.
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.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Learning to Count Objects in Natural Images for Visual Question Answering.
Proceedings of the 6th International Conference on Learning Representations, 2018

How Biased Is Your NLG Evaluation? (short paper).
Proceedings of the 1st Workshop on Subjectivity, 2018

Mind the (Language) Gap: Generation of Multilingual Wikipedia Summaries from Wikidata for ArticlePlaceholders.
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.
Proceedings of the 13th International Symposium on Open Collaboration, 2017

Analysing Acceleration for Motion Analysis.
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.
Proceedings of the Artificial Intelligence XXXIV, 2017

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

2016
Human face identification via comparative soft biometrics.
Proceedings of the IEEE International Conference on Identity, 2016

Detecting acceleration for gait and crime scene analysis.
Proceedings of the 7th International Conference on Imaging for Crime Detection and Prevention, 2016

A Neural Network Approach for Knowledge-Driven Response Generation.
Proceedings of the COLING 2016, 2016

Unconstrained human identification using comparative facial soft biometrics.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Aligning Texts and Knowledge Bases with Semantic Sentence Simplification.
Proceedings of the 2nd International Workshop on Natural Language Generation and the Semantic Web, 2016

2015
Entity-Based Opinion Mining from Text and Multimedia.
Proceedings of the Advances in Social Media Analysis, 2015

Detection of social events in streams of social multimedia.
Int. J. Multim. Inf. Retr., 2015

2014
Practical scalable image analysis and indexing using Hadoop.
Multim. Tools Appl., 2014

Information extraction from multimedia web documents: an open-source platform and testbed.
Int. J. Multim. Inf. Retr., 2014

Exploiting Multimedia in Creating and Analysing Multimedia Web Archives.
Future Internet, 2014

NicePic!: a system for extracting attractive photos from flickr streams.
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.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Placing Photos with a Multimodal Probability Density Function.
Proceedings of the International Conference on Multimedia Retrieval, 2014

2013
Multimodal Sentiment Analysis of Social Media.
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.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Explicit diversification of image search.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Social Event Detection Via Sparse Multi-modal Feature Selection and Incremental Density Based Clustering.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

A Unified, Modular and Multimodal Approach to Search and Hyperlinking Video.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Experiments in Diversifying Flickr Result Sets.
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.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Identifying the Geographic Location of an Image with a Multimodal Probability Density Function.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012
Privacy-aware image classification and search.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Semantically Tagging Images of Landmarks.
Proceedings of the 1st International Workshop on Knowledge Extraction & Consolidation from Social Media, 2012

ImageTerrier: an extensible platform for scalable high-performance image retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2012

PicAlert!: a system for privacy-aware image classification and retrieval.
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.
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.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

2010
Image and Collateral Text in Support of Auto-Annotation and Sentiment Analysis.
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.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Automatically annotating the MIR Flickr dataset: experimental protocols, openly available data and semantic spaces.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

2009
Image Diversity Analysis: Context, Opinion and Bias.
Proceedings of First International Workshop on Living Web, 2009

IAM@ImageCLEFPhotoAnnotation 2009: Naïve Application of a Linear-Algebraic Semantic Space.
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.
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.
Int. J. Emerg. Technol. Learn., 2008

Semantic spaces revisited: investigating the performance of auto-annotation and semantic retrieval using semantic spaces.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
Facing the reality of semantic image retrieval.
J. Documentation, 2007

Semantic facets: an in-depth analysis of a semantic image retrieval system.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Saliency for image description and retrieval.
PhD thesis, 2006

Image Auto-Annotation using a Statistical Model with Salient Regions.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Linear-Algebraic Technique with an Application in Semantic Image Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Content-based image retrieval using a mobile device as a novel interface.
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.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2004
Salient Regions for Query by Image Content.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004


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