Fair Loss: Margin-Aware Reinforcement Learning for Deep Face Recognition.
Bingyu LiuWeihong DengYaoyao ZhongMei WangJiani HuXunqiang TaoYaohai HuangPublished in: ICCV (2019)
Keyphrases
- face recognition
- reinforcement learning
- function approximation
- state space
- face images
- discriminant analysis
- recognition rate
- support vector
- reinforcement learning algorithms
- robust face recognition
- recognition accuracy
- principal component analysis
- face detection
- optimal policy
- deep learning
- machine learning
- face verification
- temporal difference learning
- multi unit combinatorial auctions
- orl face database
- hinge loss
- model free
- robotic control
- local binary pattern
- linear discriminant analysis
- sparse representation
- learning algorithm
- generalization error
- potential functions
- face databases
- temporal difference
- real robot
- markov decision processes
- face identification
- learning process
- video sequences
- objective function
- feature extraction