2 papers
cs.CV2023
Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification
Fabio A. Faria, Luiz H. Buris, Luis A. M. Pereira +1
Aerial scene classification, which aims to semantically label remote sensing images in a set of predefined classes (e.g., agricultural, beach, and harbor), is a very challenging ta…
cs.LG2022
Mixup-based Deep Metric Learning Approaches for Incomplete Supervision
Luiz H. Buris, Daniel C. G. Pedronette, Joao P. Papa +3
Deep learning architectures have achieved promising results in different areas (e.g., medicine, agriculture, and security). However, using those powerful techniques in many real ap…