Learning Self-distilled Features for Facial Deepfake Detection Using Visual Foundation Models: General Results and Demographic Analysis.
Yan Martins Braz Gurevitz CunhaBruno Rocha GomesJosé Matheus Carvalho BoaroDaniel de Sousa MoraesAntonio José Grandson BussonJulio Cesar DuarteSérgio ColcherPublished in: J. Interact. Syst. (2024)
Keyphrases
- prior knowledge
- learning models
- learned models
- learning process
- reinforcement learning
- low level
- learning algorithm
- detection algorithm
- accurate models
- visual analysis
- hidden variables
- classification models
- online learning
- false positives
- image features
- high level
- detection method
- visual information
- feature set
- object detection
- visual representation
- learning environment