Chunyan Ji

Gradient amplification: An efficient way to train deep neural networks

Sunitha Basodi, Chunyan Ji, Haiping Zhang et al. · Big Data Mining and Analytics · 2020 · 140 citations · Full text

Data Augmentation, Deep Neural Networks, Gradient Amplification +15

Efficient Hyperparameter Optimization in Deep Learning Using a Variable Length Genetic Algorithm

Xueli Xiao, Ming Yan, Sunitha Basodi et al. · arXiv (Cornell University) · 2020 · 80 citations · Full text

Artificial Intelligence, Deep Learning Hyperparameters, Model Optimization +14

Fast Deep Learning Training through Intelligently Freezing Layers

Xueli Xiao, Thosini Bamunu Mudiyanselage, Chunyan Ji et al. · 2019 · 40 citations

Convolutional Neural Network, Machine Vision, Machine Learning +14

Using Transfer Learning, SVM, and Ensemble Classification to Classify Baby Cries Based on Their Spectrogram Images

Lillian Le, Abu Nadim M.H. Kabir, Chunyan Ji et al. · 2019 · 40 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Deep Learning for Asphyxiated Infant Cry Classification Based on Acoustic Features and Weighted Prosodic Features

Chunyan Ji, Xueli Xiao, Sunitha Basodi et al. · 2019 · 32 citations

Weighted Prosodic Features, Engineering, Machine Learning +13