The single recent focus on deep learning accuracy ignores economic, and environmental
cost. Progress towards Green AI is hindered by lack of universal metrics that equally reward …

Diagnosis of different breast cancer stages using histopathology whole slide images is the
gold standard in grading the tissue metastasis. Traditional diagnosis involves labor intensive …

Extensive deployment of AI services, especially mobile AI, requires the support of edge
computing. This support is not just at the network architecture level, the design, adaptation …

The recent focus on deep learning accuracy ignored economic and environmental cost.
Introduction of Green AI is hampered by lack of metrics that balance rewards for accuracy …

In this paper we propose a method to approximate softmax layer for computer vision
applications, especially on the devices with limited hardware (HW) resources, such as …

The single recent focus on deep learning accuracy ignores economic, and environmental
cost. Progress towards Green AI is hindered by lack of universal metrics that equally reward …