Open Set Recognition by Regularising Classifier with Fake Data Generated by Generative Adversarial Networks.
Inhyuk JoJungtaek KimHyohyeong KangYong-Deok KimSeungjin ChoiPublished in: ICASSP (2018)
Keyphrases
- training data
- data processing
- data sets
- image data
- raw data
- data structure
- data mining techniques
- data analysis
- data sources
- test data
- missing data
- recognition algorithm
- data points
- probability distribution
- multi agent
- network structure
- human activities
- original data
- training samples
- recognition accuracy
- data collection
- feature extractor
- input data
- small number
- multi class
- classification accuracy
- end users
- hidden markov models
- prior knowledge
- feature space
- pattern recognition
- face recognition
- social networks