Generalized Deepfake Video Detection Through Time-Distribution and Metric Learning.
Shahela SaifSamabia TehseenSyed Sohaib AliSumaira KausarAmina JameelPublished in: IT Prof. (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- machine learning and pattern recognition
- learning tasks
- semi supervised
- mahalanobis distance
- nearest neighbor classification
- video sequences
- object detection
- distance function
- multi task
- dimensionality reduction
- mahalanobis metric
- background knowledge
- database systems
- feature space
- pattern recognition
- image processing
- maximum variance unfolding
- machine learning
- domain knowledge