Shiyang Yan

Abnormal Event Detection From Videos Using a Two-Stream Recurrent Variational Autoencoder

Shiyang Yan, Jeremy S. Smith, Wenjin Lu et al. · IEEE Transactions on Cognitive and Developmental Systems · 2018 · 118 citations

Computing, Computer Science, Computer Vision +16

Driver behavior recognition based on deep convolutional neural networks

Shiyang Yan, Yuxuan Teng, Jeremy S. Smith et al. · 2016 · 74 citations

Computing, Automotive Engineering, Computer Science +17

Multibranch Attention Networks for Action Recognition in Still Images

Shiyang Yan, Jeremy S. Smith, Wenjin Lu et al. · IEEE Transactions on Cognitive and Developmental Systems · 2017 · 70 citations

Computing, Computer Science, Computer Vision +9

Image captioning via hierarchical attention mechanism and policy gradient optimization

Shiyang Yan, Yuan Xie, Fangyu Wu et al. · Signal Processing · 2019 · 55 citations

Computing, Computer Science, Artificial Intelligence +13

MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-Identification

Han Sun, Zhiyuan Chen, Shiyang Yan et al. · 2019 · 48 citations

Computing, Computer Science, Computer Vision +16