Exploring inductive bias of visual scenes.
Jessica B. HamrickDavid BourginThomas LangloisTom GriffithsPublished in: CogSci (2017)
Keyphrases
- visual scene
- inductive bias
- inductive learning
- machine learning
- pac learning
- complex scenes
- visual information
- object recognition
- vision system
- supervised learning
- domain theory
- visual attention
- prior knowledge
- hypothesis space
- natural images
- multitask learning
- training examples
- training set
- natural scenes
- domain knowledge
- training data
- learning problems
- visual features
- spatial relations
- active learning
- uniform distribution
- video sequences
- wordnet
- knowledge acquisition
- semi supervised
- multiscale
- computer vision
- learning algorithm