JointCenterLoss

Fine Face Discrimination Network

• JointCenterLoss.py

  • Custom Intra Class Discrimination Network
  • Joint Loss: Cross Entropy Loss with Class Center Loss & Center Distance Loss
  • Network
    • ResDense Block: ResNet + DenseNet

• FDN.py

  • Effective Unknown Class Generation Network
  • Learn Marginal Decision Boundary between Target Class & Very Similar(Generated) Class
  • Adversarial Auto Encoder with Self Attention

• SR.py

  • Super Resolution Network
  • Transform Fake Face created by FDN.py to better face for discrimination with JointCenterLoss.py

TBD