47 citations · 116 across the 8 of their papers we have counts for
4 papers · 1 filter
Adversarial Regression Learning for Bone Age Estimation
Youshan Zhang, Brian D. Davison
Estimation of bone age from hand radiographs is essential to determine skeletal age in diagnosing endocrine disorders and depicting the growth status of children. However, existing…
Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge
Youshan Zhang, Brian D. Davison
Domain adaptation is one of the most crucial techniques to mitigate the domain shift problem, which exists when transferring knowledge from an abundant labeled sourced domain to a…
Impact of ImageNet Model Selection on Domain Adaptation
Youshan Zhang, Brian D. Davison
Deep neural networks are widely used in image classification problems. However, little work addresses how features from different deep neural networks affect the domain adaptation…
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet
Youshan Zhang, Brian D. Davison
Deep neural networks have been widely used in computer vision. There are several well trained deep neural networks for the ImageNet classification challenge, which has played a sig…