Search Results for author: Manuele Barraco

Found 3 papers, 3 papers with code

With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning

1 code implementation ICCV 2023 Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Image captioning, like many tasks involving vision and language, currently relies on Transformer-based architectures for extracting the semantics in an image and translating it into linguistically coherent descriptions.

Decoder Image Captioning

Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation

1 code implementation CVPR 2023 Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

The CLIP model has been recently proven to be very effective for a variety of cross-modal tasks, including the evaluation of captions generated from vision-and-language architectures.

Contrastive Learning Image Captioning +1

CaMEL: Mean Teacher Learning for Image Captioning

1 code implementation21 Feb 2022 Manuele Barraco, Matteo Stefanini, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

Describing images in natural language is a fundamental step towards the automatic modeling of connections between the visual and textual modalities.

Image Captioning Knowledge Distillation

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