3 citations · 3 across the 1 of their papers we have counts for
3 papers
astro-ph.SR2022★ 3 cited
A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction
Yuchen Dang, Ziqi Chen, Heng Li +1
Solar activity has significant impacts on human activities and health. One most commonly used measure of solar activity is the sunspot number. This paper compares three important n…
eess.IV2020
A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor Segmentation
Chenggang Lyu, Hai Shu
Automatic MRI brain tumor segmentation is of vital importance for the disease diagnosis, monitoring, and treatment planning. In this paper, we propose a two-stage encoder-decoder b…
stat.ML2019
Sensitivity Analysis of Deep Neural Networks
Hai Shu, Hongtu Zhu
Deep neural networks (DNNs) have achieved superior performance in various prediction tasks, but can be very vulnerable to adversarial examples or perturbations. Therefore, it is cr…