2 papers
cs.LG2024
CALICO: Confident Active Learning with Integrated Calibration
Lorenzo S. Querol, Hajime Nagahara, Hideaki Hayashi
The growing use of deep learning in safety-critical applications, such as medical imaging, has raised concerns about limited labeled data, where this demand is amplified as model c…
cs.CV2023
Application for White Spot Syndrome Virus (WSSV) Monitoring using Edge Machine Learning
Lorenzo S. Querol, Macario O. Cordel, Dan Jeric A. Rustia +1
The aquaculture industry, strongly reliant on shrimp exports, faces challenges due to viral infections like the White Spot Syndrome Virus (WSSV) that severely impact output yields.…