490 citations · 519 across the 6 of their papers we have counts for
13 papers
Progressively Unfreezing Perceptual GAN
Jinxuan Sun, Yang Chen, Junyu Dong +1
Generative adversarial networks (GANs) are widely used in image generation tasks, yet the generated images are usually lack of texture details. In this paper, we propose a general…
SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data
Zhenlin Fan, Guoqiang Zhong
Mesoscale eddies play a significant role in marine energy transport, marine biological environment and marine climate. Due to their huge impact on the ocean, mesoscale eddy detecti…
Weak Edge Identification Nets for Ocean Front Detection
Qingyang Li, Guoqiang Zhong, Cui Xie
The ocean front has an important impact in many areas, it is meaningful to obtain accurate ocean front positioning, therefore, ocean front detection is a very important task. Howev…
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…
Structure Learning of Deep Neural Networks with Q-Learning
Guoqiang Zhong, Wencong Jiao, Wei Gao
Recently, with convolutional neural networks gaining significant achievements in many challenging machine learning fields, hand-crafted neural networks no longer satisfy our requir…
Recurrent Attention Unit
Guoqiang Zhong, Guohua Yue, Xiao Ling
Recurrent Neural Network (RNN) has been successfully applied in many sequence learning problems. Such as handwriting recognition, image description, natural language processing and…