Language-Informed Visual Concept Learning

Understand

Our understanding of the visual world is centered around various concept axes, characterizing different aspects of visual entities.

• While different concept axes can be easily specified by language, e.g.
• color, the exact visual nuances along each axis often exceed the limitations of linguistic articulations, e.g.
• a particular style of painting.