2 papers
cs.LG2020
FrostNet: Towards Quantization-Aware Network Architecture Search
Taehoon Kim, YoungJoon Yoo, Jihoon Yang
INT8 quantization has become one of the standard techniques for deploying convolutional neural networks (CNNs) on edge devices to reduce the memory and computational resource usage…
cs.CL2018
Abstractive Text Classification Using Sequence-to-convolution Neural Networks
Taehoon Kim, Jihoon Yang
We propose a new deep neural network model and its training scheme for text classification. Our model Sequence-to-convolution Neural Networks(Seq2CNN) consists of two blocks: Seque…