Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images.
Junhua MaoWei XuYi YangJiang WangZhiheng HuangAlan L. YuillePublished in: CoRR (2015)
Keyphrases
- concept learning
- image database
- constructive induction
- negative examples
- learning algorithm
- young children
- image classification
- feature construction
- reinforcement learning
- image collections
- image retrieval
- learning process
- prior knowledge
- active learning
- text representation
- supervised learning
- relational domains
- learning problems
- image annotation
- learned rules
- inductive logic programming
- background knowledge
- programming language
- image features
- high dimensional
- object recognition
- high level