DL-gleaning: An approach for Improving inference speed and accuracy

HyunYong Lee and Byung-Tak Lee,

Abstract: Improving inference speed and accuracy is one of the main objectives of current deep learning-related research. In this paper, we introduce our approach using middle output layer for this purpose. From the feasibility study using Inception-v4, we found that our approach has potential to reduce the average inference time while increasing the inference accuracy.

TL;DR: An approach exploiting middle output layers to improve inference accuracy and speed

Conflicts: etri.re.kr

Keywords: Deep learning, Supervised Learning