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Multi-Level Semantic Feature Augmentation for One-Shot Learning
The ability to quickly recognize and learn new visual concepts from limited samples enable humans to quickly adapt to new tasks and environments. This ability is enabled by the semantic association of novel concepts with those that have already been learned and stored in memory. Computers can start to ascertain …