Dr Tom Winterbottom

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"Fun isn't something one considers when building a website. But, this does put a smile on my face."

GitHub

@Jumperkables

Projects

Interests



Interested in Multimodal Machine Learning. Neuroscience and Psychology can give us insights that could help us. Being a little unprofessional can go a long way

Publications

A Deep Learning Approach to Fight Illicit Trafficking of Antiquities Using Artefact Instance Classification
(Nature Scientific Reports 2022)
T. Winterbottom*, A. Leone, N. Al Moubayed

A deep learning approach to fighting illicit trafficking of antiquities.

Bilinear Pooling in Video-QA: Empirical Challenges and Motivational Drift from Neurological Parallels
(PeerJ 2022)
T. Winterbottom*, S. Xiao, A. McLean, N. Al Moubayed

A consideration of Bilinear Pooling in video-QA benchmarks.

On Modality Bias in the TVQA Dataset
(BMVC 2020)
T. Winterbottom*, S. Xiao, A. McLean, N. Al Moubayed

Carefully consider modality bias in datasets.

Bilinear Fusion of Commonsense Knowledge with Attention-Based NLI Models
(ICANN 2020)
A. Gajbhiye*, T. Winterbottom, N. Al Moubayed, S. Bradley

BLP in NLI.

I'm sure i'll think of something good to put here.

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BibTex

@article{Winterbottom2022ADL,
title={A deep learning approach to fight illicit trafficking of antiquities using artefact instance classification},
author={Thomas Winterbottom and Anna Leone and Noura Al Moubayed},
journal={Scientific Reports},
year={2022},
volume={12}
}

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BibTex

@inproceedings{mbintvqa,
title={Bilinear pooling in video-QA: empirical challenges and motivational drift from neurological parallels},
author={Winterbottom, T. and Xiao, S. and McLean, A. and Al Moubayed, N.},
booktitle={PeerJ},
year={2022}}

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BibTex

@inproceedings{mbintvqa,
title={On Modality Bias in the TVQA Dataset},
author={Winterbottom, T. and Xiao, S. and McLean, A. and Al Moubayed, N.},
booktitle={Proceedings of the British Machine Vision Conference ({BMVC})},
year={2020}}

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BibTex

@article{Gajbhiye_2020,
title={Bilinear Fusion of Commonsense Knowledge with Attention-Based NLI Models},
ISBN={9783030616090},
ISSN={1611-3349},
url={http://dx.doi.org/10.1007/978-3-030-61609-0_50},
DOI={10.1007/978-3-030-61609-0_50},
journal={Lecture Notes in Computer Science},
publisher={Springer International Publishing},
author={Gajbhiye, Amit and Winterbottom, Thomas and Al Moubayed, Noura and Bradley, Steven},
year={2020},
pages={633–646}}

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BibTex

Ask the very kind first author for the code