2 papers
cs.CV2020
Self-supervised Learning for Astronomical Image Classification
Ana Martinazzo, Mateus Espadoto, Nina S. T. Hirata
In Astronomy, a huge amount of image data is generated daily by photometric surveys, which scan the sky to collect data from stars, galaxies and other celestial objects. In this pa…
cs.LG2019
Deep Learning Multidimensional Projections
Mateus Espadoto, Nina S. T. Hirata, Alexandru C. Telea
Dimensionality reduction methods, also known as projections, are frequently used for exploring multidimensional data in machine learning, data science, and information visualizatio…