A Novel Framework for Assessment of Learning-based Detectors in Realistic Conditions with Application to Deepfake Detection.
Yuhang LuRuizhi LuoTouradj EbrahimiPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- distributed learning
- learning systems
- object detectors
- learning process
- object detection
- online learning
- learning scheme
- learning tasks
- centered design
- assessment tool
- design principles
- automatic detection
- main contribution
- probabilistic model
- real world
- mobile learning
- multi task
- learning community
- theoretical framework
- inductive inference
- false positives
- learning mechanism
- facial expressions
- collaborative e learning