4 papers
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis
Chi-Shiang Wang, Fang-Yi Su, Tsung-Lu Michael Lee +2
In recent years, convolutional neural networks (CNNs) have been successfully implemented to various image recognition applications, such as medical image analysis, object detection…
Low-Rank Deep Convolutional Neural Network for Multi-Task Learning
Fang Su, Hai-Yang Shang, Jing-Yan Wang
In this paper, we propose a novel multi-task learning method based on the deep convolutional network. The proposed deep network has four convolutional layers, three max-pooling lay…
Cross-domain attribute representation based on convolutional neural network
Guohui Zhang, Gaoyuan Liang, Fang Su +2
In the problem of domain transfer learning, we learn a model for the predic-tion in a target domain from the data of both some source domains and the target domain, where the targe…
Domain transfer convolutional attribute embedding
Fang Su, Jing-Yan Wang
In this paper, we study the problem of transfer learning with the attribute data. In the transfer learning problem, we want to leverage the data of the auxiliary and the target dom…