3 papers
cs.LG2019
Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials
Yabo Dan, Yong Zhao, Xiang Li +3
A major challenge in materials design is how to efficiently search the vast chemical design space to find the materials with desired properties. One effective strategy is to develo…
cs.CV2019
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset
Guiying Zhang, Yuxin Cui, Yong Zhao +1
State-of-the-art face recognition algorithms are able to achieve good performance when sufficient training images are provided. Unfortunately, the number of facial images is limite…
cs.CV2018
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images
Yuxin Cui, Guiying Zhang, Zhonghao Liu +2
This paper addresses the task of nuclei segmentation in high-resolution histopathological images. We propose an auto- matic end-to-end deep neural network algorithm for segmenta- t…