Search Results for author: Eleonora Gualdoni

Found 5 papers, 2 papers with code

Cross-Domain Image Captioning with Discriminative Finetuning

1 code implementation CVPR 2023 Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanael Carraz Rakotonirina, Francesca Franzon, Marco Baroni

However, when the model is used without further tuning to generate captions for out-of-domain datasets, our discriminatively-finetuned captioner generates descriptions that resemble human references more than those produced by the same captioner without finetuning.

Descriptive Image Captioning

Communication breakdown: On the low mutual intelligibility between human and neural captioning

1 code implementation20 Oct 2022 Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni

We compare the 0-shot performance of a neural caption-based image retriever when given as input either human-produced captions or captions generated by a neural captioner.

Retrieval

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