Deepfake Algorithm Recognition System with Augmented Data for ADD 2023 Challenge.
Xiao-Min ZengJian-Tao ZhangKang LiZhuo-Li LiuWei-Lin XieYan SongPublished in: DADA@IJCAI (2023)
Keyphrases
- input data
- data sets
- learning algorithm
- raw data
- preprocessing
- detection algorithm
- image data
- high accuracy
- k means
- cost function
- original data
- times faster
- data sources
- prior knowledge
- data collection
- worst case
- high quality
- database
- experimental evaluation
- data reduction
- synthetic datasets
- data mining techniques
- data distribution
- incomplete data
- noisy data
- computational cost
- significant improvement
- similarity measure
- objective function
- data structure
- optimal solution
- computational complexity
- data mining
- image segmentation
- recognition algorithm
- data quality
- bayesian networks
- data points
- tree structure
- high dimensional data
- clustering method
- evolutionary algorithm
- particle swarm optimization
- probabilistic model