Learning Like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images.
Junhua MaoXu WeiYi YangJiang WangZhiheng HuangAlan L. YuillePublished in: ICCV (2015)
Keyphrases
- concept learning
- constructive induction
- learning process
- negative examples
- inductive logic programming
- learning algorithm
- image retrieval
- feature construction
- image database
- high level
- visual appearance
- inductive learning
- image classification
- image features
- visual features
- object recognition
- text representation
- perceptual information
- background knowledge
- image collections
- web images
- supervised learning
- object oriented
- imbalanced data sets