Identity-Referenced Deepfake Detection with Contrastive Learning.
Dongyao ShenYoujian ZhaoChengbin QuanPublished in: IH&MMSec (2022)
Keyphrases
- learning tasks
- machine learning
- learning problems
- knowledge acquisition
- learning process
- object detection
- automatic detection
- detection rate
- detection method
- detection algorithm
- empirical studies
- data sets
- active learning
- reinforcement learning
- face recognition
- social networks
- learning algorithm
- expert systems
- multiscale
- learning systems
- information systems
- genetic algorithm
- learning scenarios
- incremental learning
- detection accuracy