Publications

@article{bengio2026international,

title = {International AI Safety Report 2026},

author = {Y Bengio and S Clare and C Prunkl and M Andriushchenko and B Bucknall and M Murray and A Soto and others},

year  = {2026},

date = {2026-01-01},

journal = {arXiv preprint arXiv:2602.21012},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{messina2026cure,

title = {CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation},

author = {P Messina and A Villa and JL Alcázar and K Sánchez and C Hinojosa and D Parra and A Soto and others},

year  = {2026},

date = {2026-01-01},

journal = {arXiv preprint arXiv:2601.15408},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bengio2025international,

title = {International AI Safety Report},

author = {Y Bengio and S Mindermann and D Privitera and T Besiroglu and R Bommasani and A Soto and others},

year  = {2025},

date = {2025-01-01},

journal = {arXiv preprint arXiv:2501.17805},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{lin2025cxrlt,

title = {CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray},

author = {M Lin and G Holste and S Wang and Y Zhou and Y Wei and I Banerjee and A Soto and others},

year  = {2025},

date = {2025-01-01},

journal = {Medical Image Analysis},

pages = {103739},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{vergara2025tracr,

title = {Tracr-Injection: Distilling Algorithms into Pre-trained Language Models},

author = {T Vergara-Browne and A Soto},

year  = {2025},

date = {2025-01-01},

journal = {Findings of the Association for Computational Linguistics: ACL 2025},

pages = {2831–2843},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{weintraub2025generative,

title = {Generative artificial intelligence: Opportunities for the future of work in Chile},

author = {GY Weintraub and V Morales and JE Carmach and A Soto},

year  = {2025},

date = {2025-01-01},

journal = {Available at SSRN 5187299},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bengio2024international,

title = {International scientific report on the safety of advanced AI (interim report)},

author = {Y Bengio and S Mindermann and D Privitera and T Besiroglu and R Bommasani and A Soto and others},

year  = {2024},

date = {2024-01-01},

journal = {arXiv preprint arXiv:2412.05282},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{messina2024extracting,

title = {Extracting and encoding: Leveraging large language models and medical knowledge to enhance radiological text representation},

author = {P Messina and R Vidal and D Parra and A Soto and V Araujo},

year  = {2024},

date = {2024-01-01},

journal = {Findings of the Association for Computational Linguistics: ACL 2024},

pages = {3955–3986},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sepulveda2024apex,

title = {APEX: affordance-based plan executor for indoor robotic navigation},

author = {G Sepulveda and M Vázquez and A Soto},

year  = {2024},

date = {2024-01-01},

journal = {Advanced Robotics},

volume = {38},

number = {13},

pages = {849–862},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{araujo2023memory,

title = {A memory model for question answering from streaming data supported by rehearsal and anticipation of coreference information},

author = {V Araujo and A Soto and MF Moens},

year  = {2023},

date = {2023-01-01},

journal = {Findings of the Association for Computational Linguistics: ACL 2023},

pages = {13124–13138},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{araujo2023learning,

title = {Learning sentence-level representations with predictive coding},

author = {V Araujo and MF Moens and A Soto},

year  = {2023},

date = {2023-01-01},

journal = {Machine Learning and Knowledge Extraction},

volume = {5},

number = {1},

pages = {59–77},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{messina2022survey,

title = {A survey on deep learning and explainability for automatic report generation from medical images},

author = {P Messina and P Pino and D Parra and A Soto and C Besa and S Uribe and M Andia and C Tejos and others},

year  = {2022},

date = {2022-01-01},

journal = {ACM Computing Surveys},

volume = {54},

number = {10s},

pages = {1–40},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{carvallo2020automatic,

title = {Automatic document screening of medical literature using word and text embeddings in an active learning setting},

author = {A Carvallo and D Parra and H Lobel and A Soto},

year  = {2020},

date = {2020-01-01},

journal = {Scientometrics},

volume = {125},

number = {3},

pages = {3047–3084},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mendoza2020gene,

title = {GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media},

author = {M Mendoza and D Parra and A Soto},

year  = {2020},

date = {2020-01-01},

journal = {Information Processing & Management},

volume = {57},

number = {6},

pages = {102366},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{riquelme2020explaining,

title = {Explaining VQA predictions using visual grounding and a knowledge base},

author = {F Riquelme and A De Goyeneche and Y Zhang and JC Niebles and A Soto},

year  = {2020},

date = {2020-01-01},

journal = {Image and Vision Computing},

volume = {101},

pages = {103968},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{lobel2020compactnets,

title = {CompactNets: Compact hierarchical compositional networks for visual recognition},

author = {H Lobel and R Vidal and A Soto},

year  = {2020},

date = {2020-01-01},

journal = {Computer Vision and Image Understanding},

volume = {191},

pages = {102841},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chen2019behavioral,

title = {A behavioral approach to visual navigation with graph localization networks},

author = {K Chen and JP De Vicente and G Sepulveda and F Xia and A Soto and M Vázquez and others},

year  = {2019},

date = {2019-01-01},

journal = {arXiv preprint arXiv:1903.00445},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{messina2019content,

title = {Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual features},

author = {P Messina and V Dominguez and D Parra and C Trattner and A Soto},

year  = {2019},

date = {2019-01-01},

journal = {User Modeling and User-Adapted Interaction},

volume = {29},

number = {2},

pages = {251–290},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{lillo2017sparse,

title = {Sparse composition of body poses and atomic actions for human activity recognition in RGB-D videos},

author = {I Lillo and JC Niebles and A Soto},

year  = {2017},

date = {2017-01-01},

journal = {Image and Vision Computing},

volume = {59},

pages = {63–75},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{icarte2017general,

title = {How a general-purpose commonsense ontology can improve performance of learning-based image retrieval},

author = {RT Icarte and JA Baier and C Ruz and A Soto},

year  = {2017},

date = {2017-01-01},

journal = {arXiv preprint arXiv:1705.08844},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{puelma2017genius,

title = {GENIUS: web server to predict local gene networks and key genes for biological functions},

author = {T Puelma and V Araus and J Canales and EA Vidal and JM Cabello and A Soto and others},

year  = {2017},

date = {2017-01-01},

journal = {Bioinformatics},

volume = {33},

number = {5},

pages = {760–761},

publisher = {Oxford University Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{lobel2015learning,

title = {Learning shared, discriminative, and compact representations for visual recognition},

author = {H Lobel and R Vidal and A Soto},

year  = {2015},

date = {2015-01-01},

journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},

volume = {37},

number = {11},

pages = {2218–2231},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{peralta2014embedded,

title = {Embedded local feature selection within mixture of experts},

author = {B Peralta and A Soto},

year  = {2014},

date = {2014-01-01},

journal = {Information Sciences},

volume = {269},

pages = {176–187},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{espinace2013indoor,

title = {Indoor scene recognition by a mobile robot through adaptive object detection},

author = {P Espinace and T Kollar and N Roy and A Soto},

year  = {2013},

date = {2013-01-01},

journal = {Robotics and Autonomous Systems},

volume = {61},

number = {9},

pages = {932–947},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mery2013automated,

title = {Automated design of a computer vision system for visual food quality evaluation},

author = {D Mery and F Pedreschi and A Soto},

year  = {2013},

date = {2013-01-01},

journal = {Food and Bioprocess Technology},

volume = {6},

number = {8},

pages = {2093–2108},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}