no code implementations • 22 May 2020 • Jieli Zhou, Baoyu Jing, Zeya Wang
However, direct transfer across datasets from different domains may lead to poor performance for CNN due to two issues, the large domain shift present in the biomedical imaging datasets and the extremely small scale of the COVID-19 chest x-ray dataset.
no code implementations • 17 Dec 2018 • Jieli Zhou, Yuntao Zhou, Yi Xu
ASE combines recent theories and methods from Computational Analogy and Natural Language Processing to go beyond keyword-based lexical search and discover the deeper analogical relationships among research paper abstracts.
no code implementations • 7 May 2018 • Xin Qian, Ziyi Zhong, Jieli Zhou
We present a novel algorithm based on the Advantage Actor-Critic (A2C) algorithm that specifically cater to the multimodal machine translation task of the EMNLP 2018 Third Conference on Machine Translation (WMT18).