Imbalance classiifcation

  • MSE loss with outlying label
  • Enlarged large margin loss
  • False cross entropy loss





to my github


to my github

Biolodical imaging

  • One-shot and partially-supervised cell image segmentation
  • Automatic preprocessing for segmentation
  • Cell image segmentation using image translation


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to my github


to my github

Medical imaging

  • Adaptive t-vMF dice loss for medical image segmentation
  • Expanded tube attention for tubular structure segmentation
  • Classification and visual explanation for COVID-19 pneumonia
  • Automatic classification of pancreatic cancer and analysis of video frames





to my github


to my github

Action recognision and visualization

  • Pitching classification and habit detection
  • Classifying physical activity in free-living preschool children




to my github
Light-weight CNN
  • Real-time facial landmark detection




to my github