1 code implementation • 26 Apr 2024 • Juan G. Colonna, Ahmed A. Fares, Márcio Duarte, Ricardo Sousa
Process mining offers powerful techniques for discovering, analyzing, and enhancing real-world business processes.
no code implementations • 14 Apr 2024 • Víctor A. Braberman, Flavia Bonomo-Braberman, Yiannis Charalambous, Juan G. Colonna, Lucas C. Cordeiro, Rosiane de Freitas
Prompting has become one of the main approaches to leverage emergent capabilities of Large Language Models [Brown et al. NeurIPS 2020, Wei et al. TMLR 2022, Wei et al. NeurIPS 2022].
no code implementations • 16 Dec 2023 • Everton L. Aleixo, Juan G. Colonna, Marco Cristo, Everlandio Fernandes
Deep Learning models have achieved remarkable performance in tasks such as image classification or generation, often surpassing human accuracy.
1 code implementation • 24 Jun 2022 • Fagner Cunha, Eulanda M. dos Santos, Juan G. Colonna
Although in most cases these rare species are the ones of interest to ecologists, they are often neglected when using deep-learning models because these models require a large number of images for the training.
1 code implementation • 18 Apr 2021 • Fagner Cunha, Eulanda M. dos Santos, Raimundo Barreto, Juan G. Colonna
Monitoring wildlife through camera traps produces a massive amount of images, whose a significant portion does not contain animals, being later discarded.
no code implementations • 18 Mar 2021 • Bernardo B. Gatto, Juan G. Colonna, Eulanda M. dos Santos, Alessandro L. Koerich, Kazuhiro Fukui
Automatic analysis of bioacoustic signals is a fundamental tool to evaluate the vitality of our planet.