publications

2025

1. NeurIPS

   A Compressive-Expressive Communication Framework for Compositional Representations

   Rafael Elberg, Felipe del Rio, Mircea Petrache, and Denis Parra

   In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025

   Paper Bib

   @inproceedings{elberg2025a,
     title = {A Compressive-Expressive Communication Framework for Compositional Representations},
     author = {Elberg, Rafael and del Rio, Felipe and Petrache, Mircea and Parra, Denis},
     booktitle = {The Thirty-ninth Annual Conference on Neural Information Processing Systems},
     year = {2025},
     url = {https://openreview.net/forum?id=z6mwI6VcHA},
   }

2024

1. arXiv

   Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning

   R. Elberg, D. Parra, and M. Petrache

   arXiv preprint arXiv:2405.01705, 2024

   Paper DOI Bib

   @article{elberg2024longtail,
     title = {Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning},
     author = {Elberg, R. and Parra, D. and Petrache, M.},
     journal = {arXiv preprint arXiv:2405.01705},
     year = {2024},
     url = {https://arxiv.org/abs/2405.01705},
     doi = {10.48550/arXiv.2405.01705},
   }

2. BioNLP

   iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation

   D. Campanini, O. Loch, P. Messina, and 2 more authors

   In Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

   Paper Bib

   @inproceedings{campanini2024ihealth1,
     title = {{iHealth-Chile-1} at {RRG24}: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation},
     author = {Campanini, D. and Loch, O. and Messina, P. and Elberg, R. and Parra, D.},
     booktitle = {Proceedings of the 23rd Workshop on Biomedical Natural Language Processing},
     year = {2024},
     url = {https://aclanthology.org/2024.bionlp-1.52/},
   }

3. BioNLP

   iHealth-Chile-3&2 at RRG24: Template Based Report Generation

   O. Loch, P. Messina, R. Elberg, and 4 more authors

   In Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

   Paper Bib

   @inproceedings{loch2024ihealth32,
     title = {{iHealth-Chile-3\&2} at {RRG24}: Template Based Report Generation},
     author = {Loch, O. and Messina, P. and Elberg, R. and Campanini, D. and Soto, {\'A}. and Vidal, R. and Parra, D.},
     booktitle = {Proceedings of the 23rd Workshop on Biomedical Natural Language Processing},
     year = {2024},
     url = {https://aclanthology.org/2024.bionlp-1.53/},
   }