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Download Deep Meta-Learning Learning To Learn in The Concept Space by ['chenmantun'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Meta-Learning Learning To Learn in The Concept Space
This document proposes a deep meta-learning framework to improve few-shot learning. The framework contains three modules: a concept generator that extracts high-level representations from instances, a meta-learner that performs few-shot learning in the concept space, and a concept discriminator that recognizes concepts. Together these modules are trained on related few-shot tasks and large image datasets to learn representations that ease meta-learning. Experiments show this deep meta-learning approach outperforms existing methods on few-shot image recognition tasks.
Detailed Information
| Author: | ['chenmantun'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 10 |
| Language: | English |
| Format: | |
| Price: | FREE |
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