Fengxiang He

Why ResNet Works? Residuals Generalize

Fengxiang He, Tongliang Liu, Dacheng Tao · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 356 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Progressive Reconstruction of Visual Structure for Image Inpainting

Jingyuan Li, Fengxiang He, Lefei Zhang et al. · 2019 · 181 citations

Engineering, Machine Learning, Progressive Reconstruction +17

Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning

Fusheng Hao, Fengxiang He, Jun Cheng et al. · 2019 · 158 citations · Full text

Few-shot Learning, Structured Prediction, Engineering +16

Fast Spatio-Temporal Residual Network for Video Super-Resolution

Sheng Li, Fengxiang He, Bo Du et al. · 2019 · 155 citations

Machine Vision, Image Analysis, Machine Learning +10

Control Batch Size and Learning Rate to Generalize Well: Theoretical and Empirical Evidence

Fengxiang He, Tongliang Liu, Dacheng Tao · Neural Information Processing Systems · 2019 · 109 citations

Engineering, Machine Learning, Learning Control +23