2 papers
cs.LG2018
Student's t-Generative Adversarial Networks
Jinxuan Sun, Guoqiang Zhong, Yang Chen +3
Generative Adversarial Networks (GANs) have a great performance in image generation, but they need a large scale of data to train the entire framework, and often result in nonsensi…
cs.CV2018
Generative Adversarial Networks with Decoder-Encoder Output Noise
Guoqiang Zhong, Wei Gao, Yongbin Liu +1
In recent years, research on image generation methods has been developing fast. The auto-encoding variational Bayes method (VAEs) was proposed in 2013, which uses variational infer…