Multi-level Semantic Feature Augmentation for One-shot Learning
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, 2019.
The ability to quickly recognize and learn new visual concepts from limited samples enables humans to quickly adapt to new tasks and environments. This ability is enabled by semantic association of novel concepts with those that have already been learned and stored in memory. Computers can start to ascertain similar abilities by utilizing...More
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