11 citations · 17 across the 9 of their papers we have counts for
4 papers · 1 filter
Online Knowledge Distillation via Multi-branch Diversity Enhancement
Zheng Li, Ying Huang, Defang Chen +3
Knowledge distillation is an effective method to transfer the knowledge from the cumbersome teacher model to the lightweight student model. Online knowledge distillation uses the e…
More Information Supervised Probabilistic Deep Face Embedding Learning
Ying Huang, Shangfeng Qiu, Wenwei Zhang +2
Researches using margin based comparison loss demonstrate the effectiveness of penalizing the distance between face feature and their corresponding class centers. Despite their pop…
Joint Deep Learning of Facial Expression Synthesis and Recognition
Yan Yan, Ying Huang, Si Chen +2
Recently, deep learning based facial expression recognition (FER) methods have attracted considerable attention and they usually require large-scale labelled training data. Nonethe…
Deep Frequent Spatial Temporal Learning for Face Anti-Spoofing
Ying Huang, Wenwei Zhang, Jinzhuo Wang
Face anti-spoofing is crucial for the security of face recognition system, by avoiding invaded with presentation attack. Previous works have shown the effectiveness of using depth…