Computer applications have considerably shifted from single data processing to machine
learning in recent years due to the accessibility and availability of massive volumes of data …

The booming adoption of Artificial Intelligence (AI) likewise poses benefits and challenges.
In this paper, we particularly focus on the bright side of AI and its promising potential to face …

Across many industries, visual quality assurance has transitioned from a manual, labor-
intensive, and error-prone task to a fully automated and precise assessment of industrial …

Image-Text matching (ITM) is a common task for evaluating the quality of Vision and
Language (VL) models. However, existing ITM benchmarks have a significant limitation …

Mobile robots designed for agricultural tasks need to deal with challenging outdoor
unstructured environments that usually have dynamic and static obstacles. This assumption …

Understanding the role of Artificial Intelligence (AI) is crucial to contribute to sustainable
development including the most fundamental challenges of our society, such as climate …

As deep neural networks are more commonly deployed in high-stakes domains, their black-
box nature makes uncertainty quantification challenging. We investigate the effects of …

YOLO (You Only Look Once) is an extensively utilized object detection algorithm that has
found applications in various medical object detection tasks. This has been accompanied by …

Benthic diatoms are unicellular microalgae that are routinely used as bioindicators for
monitoring the ecological status of freshwater. Their identification using light microscopy is a …

ABSTRACT You Only Look Once (YOLO) is a popular object detection algorithm that has
been applied to a variety of medical object detection tasks. A systematic search was …