Lisa Bonheme

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Variational Framework

Image Segmentation

Expert Opinions

Top Venues

Tiny Papers @ ICLR

Publications

Théophile Champion, Marek Grzes, Lisa Bonheme, Howard Bowman
Deconstructing deep active inference. CoRR (2023)
Lisa Bonheme, Marek Grzes
The Polarised Regime of identifiable Variational Autoencoders. Tiny Papers @ ICLR (2023)
Enes Altuncu, Jason R. C. Nurse, Meryem Bagriacik, Sophie Kaleba, Haiyue Yuan, Lisa Bonheme, Shujun Li
aedFaCT: Scientific Fact-Checking Made Easier via Semi-Automatic Discovery of Relevant Expert Opinions. CoRR (2023)
Lisa Bonheme, Marek Grzes
How good are variational autoencoders at transfer learning? CoRR (2023)
Lisa Bonheme, Marek Grzes
FONDUE: an algorithm to find the optimal dimensionality of the latent representations of variational autoencoders. CoRR (2022)
Lisa Bonheme, Marek Grzes
How do Variational Autoencoders Learn? Insights from Representational Similarity. CoRR (2022)
Lisa Bonheme, Marek Grzes
Be More Active! Understanding the Differences between Mean and Sampled Representations of Variational Autoencoders. CoRR (2021)
Lisa Bonheme, Marek Grzes
SESAM at SemEval-2020 Task 8: Investigating the Relationship between Image and Text in Sentiment Analysis of Memes. SemEval@COLING (2020)