A study on the distribution of social biases in self-supervised learning visual models.
Kirill SirotkinPablo CarballeiraMarcos Escudero-ViñoloPublished in: CoRR (2022)
Keyphrases
- learning process
- prior knowledge
- online learning
- reinforcement learning
- learning algorithm
- accurate models
- socio cultural
- learning tasks
- visual learning
- empirical studies
- bias variance analysis
- positive effects
- constructivist learning
- university students
- subject matter
- structured prediction
- hidden variables
- learning community
- social networking
- learning problems
- mobile learning
- visual features
- supervised learning
- undergraduate students
- learning models
- learned models
- social interaction
- human learning
- learning systems
- social factors
- active learning