528 citations · 783 across the 27 of their papers we have counts for
4 papers · 1 filter
Structural Correspondence Learning for Cross-lingual Sentiment Classification with One-to-many Mappings
Nana Li, Shuangfei Zhai, Zhongfei Zhang +1
Structural correspondence learning (SCL) is an effective method for cross-lingual sentiment classification. This approach uses unlabeled documents along with a word translation ora…
Generative Adversarial Networks as Variational Training of Energy Based Models
Shuangfei Zhai, Yu Cheng, Rogerio Feris +1
In this paper, we study deep generative models for effective unsupervised learning. We propose VGAN, which works by minimizing a variational lower bound of the negative log likelih…
A Survey of Multi-View Representation Learning
Yingming Li, Ming Yang, Zhongfei Zhang
Recently, multi-view representation learning has become a rapidly growing direction in machine learning and data mining areas. This paper introduces two categories for multi-view r…
Deep Learning Driven Visual Path Prediction from a Single Image
Siyu Huang, Xi Li, Zhongfei Zhang +5
Capabilities of inference and prediction are significant components of visual systems. In this paper, we address an important and challenging task of them: visual path prediction.…