3 papers
cs.LG2019
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…
cs.CV2018
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…
cs.LG2018
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…