Publications

2023

Salvador Carrión; Francisco Casacuberta

Continual Vocabularies to Tackle the Catastrophic Forgetting Problem in Machine Translation Proceedings Article

In: In proceedings of the 11th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2023), 2023.

BibTeX

Salvador Carrión; Francisco Casacuberta

Continual Vocabularies to Tackle the Catastrophic Forgetting Problem in Machine Translation Proceedings Article

In: In proceedings of the 11th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2023), pp. 94–107, 2023.

BibTeX

2022

Salvador Carrión; Álvaro López-Chilet; Javier Martínez-Bernia; Joan Coll-Alonso; Daniel Chorro-Juan; Jon-Ander Gómez

Automatic Detection of Epileptic Seizures with Recurrent and Convolutional Neural Networks Proceedings Article

In: In proceedings of the 21st Internarional Conference on Image, Analysis and Processings (ICIAP 2021), 2022.

BibTeX

Salvador Carrión; Álvaro López-Chilet; Javier Martínez-Bernia; Joan Coll-Alonso; Daniel Chorro-Juan; Jon-Ander Gómez

Detection of Pulmonary Conditions using the DeepHealth Framework Proceedings Article

In: In proceedings of the 21st Internarional Conference on Image, Analysis and Processings (ICIAP 2021), 2022.

BibTeX

Salvador Carrión; Francisco Casacuberta

Incremental Vocabularies in Machine Translation through Aligned Embedding Projections Proceedings Article

In: In proceedings of the 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2022), 2022.

BibTeX

Salvador Carrión; Francisco Casacuberta

Few-Shot Regularization to Tackle Catastrophic Forgetting in Multilingual Machine Translation Proceedings Article

In: In proceedings of the 15th Conference of the Association for Machine Translation in the Americas (AMTA 2022), pp. 188–199, 2022.

BibTeX

Salvador Carrión; Francisco Casacuberta

On the Effectiveness of Quasi Character-Level Models for Machine Translation Proceedings Article

In: In proceedings of the 15th Conference of the Association for Machine Translation in the Americas (AMTA 2022), pp. 131–141, 2022.

BibTeX

2021

Salvador Carrión; Francisco Casacuberta

Quasi Character-Level Transformers to Improve Neural Machine Translation on Small Datasets Proceedings Article

In: In proceedings of the The 5th International Workshop on Advances in Natural Language Processing (ANLP 2021), 2021.

BibTeX

Michele Cancilla; Laura Canalini; Federico Bolelli; Stefano Allegretti; Salvador Carrión; Roberto Paredes; Jon-Ander Gómez; Simone Leo; Marco Enrico Piras; Luca Pireddu; Asaf Badouh; Santiago Marco-Sola; Lluc Álvarez; Miquel Moreto; Costantino Grana

The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications Proceedings Article

In: In proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020), 2021.

BibTeX

Salvador Carrión; Francisco Casacuberta

Quasi Character-Level Transformers to Improve Neural Machine Translation on Small Datasets Proceedings Article

In: In proceedings of the The 5th International Workshop on Advances in Natural Language Processing (ANLP 2021), 2021.

BibTeX