16 citations · 39 across the 8 of their papers we have counts for
9 papers
Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection
Yuan Zhou, Xiangrui Li
Optical aerial images change detection is an important task in earth observation and has been extensively investigated in the past few decades. Generally, the supervised change det…
Soft-Root-Sign Activation Function
Yuan Zhou, Dandan Li, Shuwei Huo +1
The choice of activation function in deep networks has a significant effect on the training dynamics and task performance. At present, the most effective and widely-used activation…
Anypath Routing Protocol Design via Q-Learning for Underwater Sensor Networks
Yuan Zhou, Tao Cao, Wei Xiang
As a promising technology in the Internet of Underwater Things, underwater sensor networks have drawn a widespread attention from both academia and industry. However, designing a r…
Domain Adaptive Adversarial Learning Based on Physics Model Feedback for Underwater Image Enhancement
Yuan Zhou, Kangming Yan
Owing to refraction, absorption, and scattering of light by suspended particles in water, raw underwater images suffer from low contrast, blurred details, and color distortion. The…
Exploiting Operation Importance for Differentiable Neural Architecture Search
Xukai Xie, Yuan Zhou, Sun-Yuan Kung
Recently, differentiable neural architecture search methods significantly reduce the search cost by constructing a super network and relax the architecture representation by assign…
Cross-Scale Residual Network for Multiple Tasks:Image Super-resolution, Denoising, and Deblocking
Yuan Zhou, Xiaoting Du, Yeda Zhang +1
In general, image restoration involves mapping from low quality images to their high-quality counterparts. Such optimal mapping is usually non-linear and learnable by machine learn…