Zobrazeno 1 - 10
of 154 767
pro vyhledávání: '"Ribeiro P"'
Autor:
Liu, Chen, Liao, Danqi, Parada-Mayorga, Alejandro, Ribeiro, Alejandro, DiStasio, Marcello, Krishnaswamy, Smita
The proliferation of digital microscopy images, driven by advances in automated whole slide scanning, presents significant opportunities for biomedical research and clinical diagnostics. However, accurately annotating densely packed information in th
Externí odkaz:
http://arxiv.org/abs/2410.03058
Generative AI, particularly Language Models (LMs), has the potential to transform real-world domains with societal impact, particularly where access to experts is limited. For example, in education, training novice educators with expert guidance is i
Externí odkaz:
http://arxiv.org/abs/2410.03017
Autor:
Farrar, L. S., Maffione, G., Nguyen, V. -H., Watanabe, K., Taniguchi, T., Charlier, J. -Ch., Mailly, D., Ribeiro-Palau, R.
The energy gap of Bernal-stacked bilayer graphene can be tuned by applying a perpendicular electric field. The origin of this gap can be traced down to the breaking of its inversion symmetry by an onsite potential difference between the layers. This
Externí odkaz:
http://arxiv.org/abs/2410.01433
Autor:
Quino, Joseph A. P., Cardenas, Diego A. C., Toledo, Marcelo A. F., Dias, Felipe M., Ribeiro, Estela, Krieger, Jose E., Gutierrez, Marco A.
Accurate sleep stage classification is crucial for diagnosing sleep disorders and evaluating sleep quality. While polysomnography (PSG) remains the gold standard, photoplethysmography (PPG) is more practical due to its affordability and widespread us
Externí odkaz:
http://arxiv.org/abs/2410.00693
The goal of continual learning (CL) is to train a model that can solve multiple tasks presented sequentially. Recent CL approaches have achieved strong performance by leveraging large pre-trained models that generalize well to downstream tasks. Howev
Externí odkaz:
http://arxiv.org/abs/2410.00645
Autor:
Ribeiro, Marina, Malcorra, Bárbara, Mota, Natália B., Wilkens, Rodrigo, Villavicencio, Aline, Hubner, Lilian C., Rennó-Costa, César
Neurological disorders that affect speech production, such as Alzheimer's Disease (AD), significantly impact the lives of both patients and caregivers, whether through social, psycho-emotional effects or other aspects not yet fully understood. Recent
Externí odkaz:
http://arxiv.org/abs/2410.00250
Autor:
Paiola, Pedro Henrique, Garcia, Gabriel Lino, Manesco, João Renato Ribeiro, Roder, Mateus, Rodrigues, Douglas, Papa, João Paulo
This study evaluates the performance of large language models (LLMs) as medical agents in Portuguese, aiming to develop a reliable and relevant virtual assistant for healthcare professionals. The HealthCareMagic-100k-en and MedQuAD datasets, translat
Externí odkaz:
http://arxiv.org/abs/2410.00163
Autor:
Valdrighi, Giovani, Ribeiro, Athyrson M., Pereira, Jansen S. B., Guardieiro, Vitoria, Hendricks, Arthur, Filho, Décio Miranda, Garcia, Juan David Nieto, Bocca, Felipe F., Veronese, Thalita B., Wanner, Lucas, Raimundo, Marcos Medeiros
The widespread use of machine learning in credit scoring has brought significant advancements in risk assessment and decision-making. However, it has also raised concerns about potential biases, discrimination, and lack of transparency in these autom
Externí odkaz:
http://arxiv.org/abs/2409.20536
Autor:
Muthusamy, Shreyas, Owerko, Damian, Kanatsoulis, Charilaos I., Agarwal, Saurav, Ribeiro, Alejandro
Unlabeled motion planning involves assigning a set of robots to target locations while ensuring collision avoidance, aiming to minimize the total distance traveled. The problem forms an essential building block for multi-robot systems in applications
Externí odkaz:
http://arxiv.org/abs/2409.19829
Autor:
Kawahala, Nicolas M., Matos, Daniel A., de Oliveira, Raphaela, Longuinhos, Raphael, Ribeiro-Soares, Jenaina, Barcelos, Ingrid D., Hernandez, Felix G. G.
Naturally occurring van der Waals (vdW) materials are currently attracting significant interest due to their potential as low-cost sources of two-dimensional materials. Valuable information on vdW materials' interlayer interactions is present in thei
Externí odkaz:
http://arxiv.org/abs/2409.18933