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Citations per year
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Cited by
All
Since 2019
Citations
27
26
h-index
3
3
i10-index
1
1
0
14
7
2020
2021
2022
2023
2024
1
9
13
3
Co-authors
Marek Grześ
Senior Lecturer, School of Computing, University of Kent
Verified email at kent.ac.uk
Howard Bowman
School of Psychology, University of Birmingham
Verified email at bham.ac.uk
Théophile Champion
University of Kent
Verified email at student.bham.ac.uk
Follow
Lisa Bonheme
Postdoctoral researcher, IARC,
WHO
Verified email at iarc.who.int
representation learning
deep learning
generative models
transparency
representational similarity
Articles
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Co-authors
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Year
SESAM at SemEval-2020 task 8: investigating the relationship between image and text in sentiment analysis of memes
L Bonheme, M Grzes
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 804–816
, 2020
15
2020
FONDUE: an algorithm to find the optimal dimensionality of the latent representations of variational autoencoders
L Bonheme, M Grzes
arXiv preprint arXiv:2209.12806
, 2022
4
2022
How do variational autoencoders learn? insights from representational similarity
L Bonheme, M Grzes
arXiv preprint arXiv:2205.08399
, 2022
3
2022
Be More Active! Understanding the Differences between Mean and Sampled Representations of Variational Autoencoders
L Bonheme, M Grzes
Journal of Machine Learning Research 24, 1-30
, 2023
2
2023
Deconstructing deep active inference
T Champion, M Grześ, L Bonheme, H Bowman
arXiv preprint arXiv:2303.01618
, 2023
2
2023
The Polarised Regime of identifiable Variational Autoencoders
L Bonheme, M Grzes
ICLR 2023 TinyPapers
, 2023
1
2023
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