38 citations
3 papers
cs.LG2021★ 1 cited
Data-free mixed-precision quantization using novel sensitivity metric
Donghyun Lee, Minkyoung Cho, Seungwon Lee +2
Post-training quantization is a representative technique for compressing neural networks, making them smaller and more efficient for deployment on edge devices. However, an inacces…
physics.app-ph2019★ 38 cited
A Comprehensive Model of the Degradation of Organic Light-Emitting Diodes and Application for Efficient Stable Blue Phosphorescent Devices with Reduced Influence of Polarons
Bomi Sim, Jong Soo Kim, Hyejin Bae +6
We present a comprehensive model to analyze, quantitatively, and predict the process of degradation of organic light-emitting diodes (OLEDs) considering all possible degradation me…
cs.CV2019★ 3 cited
Joint Learning of Generative Translator and Classifier for Visually Similar Classes
ByungIn Yoo, Tristan Sylvain, Yoshua Bengio +1
In this paper, we propose a Generative Translation Classification Network (GTCN) for improving visual classification accuracy in settings where classes are visually similar and dat…