3 papers
CLIC: Contextual Language-Informed Cardiac Pathology Classification
Giovani D. Lucafo, Rafael da Costa Silva, João Lucas Luz Lima Sarcinelli +2
The electrocardiogram (ECG) is the gold standard for non-invasive diagnosis of cardiac pathologies and is a fundamental pillar of cardiovascular medicine. Recent progress in deep l…
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
Israfel Salazar, Manuel Fernández Burda, Shayekh Bin Islam +42
The evaluation of vision-language models (VLMs) has mainly relied on English-language benchmarks, leaving significant gaps in both multilingual and multicultural coverage. While mu…
Semi-Periodic Activation for Time Series Classification
José Gilberto Barbosa de Medeiros Júnior, Andre Guarnier de Mitri, Diego Furtado Silva
This paper investigates the lack of research on activation functions for neural network models in time series tasks. It highlights the need to identify essential properties of thes…