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

Anomaly Detection, Machine Learning, Engineering +18

Driver behavior recognition based on deep convolutional neural networks

Shiyang Yan, Yuxuan Teng, Jeremy S. Smith et al. · 2016 · 73 citations

Convolutional Neural Network, Engineering, Machine Learning +18

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

Multibranch Attention Networks, Engineering, Machine Learning +16

Image captioning via hierarchical attention mechanism and policy gradient optimization

Shiyang Yan, Yuan Xie, Fangyu Wu et al. · Signal Processing · 2019 · 54 citations

Artificial Intelligence, Natural Language Processing, Multimodal Llm +10

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

Geometric Learning, Mvp Matching, Engineering +24