Open Peer Review. Open Publishing. Open Access. Open Discussion. Open Directory. Open Recommendations. Open API. Open Source.
DL-gleaning: An approach for Improving inference speed and accuracy
HyunYong Lee and Byung-Tak Lee
Feb 06, 2017 (modified: Feb 06, 2017)ICLR 2017 workshop submissionreaders: everyone
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
Keywords:Deep learning, Supervised Learning
Enter your feedback below and we'll get back to you as soon as possible.