Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information Alignment.
Sungho ParkSunhee HwangDohyung KimHyeran ByunPublished in: AAAI (2021)
Keyphrases
- prior knowledge
- supervised learning
- learning algorithm
- learning phase
- online learning
- learning process
- pattern recognition
- active learning
- classification accuracy
- incremental learning
- information sources
- learning tasks
- perceptual information
- visual representation
- keywords
- spatial information
- information processing
- constructive induction
- feature construction
- reinforcement learning
- feature representation
- background knowledge
- learning systems
- machine learning algorithms
- support vector machine svm
- object recognition
- unsupervised learning
- machine learning
- facial expressions
- semi supervised
- information extraction
- support vector
- pairwise