Multi-Level Semantic Feature Augmentation for One-Shot Learning
IEEE Trans. Image Processing, pp. 4594-4605, 2019.
The ability to quickly recognize and learn new visual concepts from limited samples enables humans to swiftly adapt to new environments. This ability is enabled by semantic associations of novel concepts with those that have already been learned and stored in memory. Computers can start to ascertain similar abilities by utilizing a sema...More
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