Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?

The focus of recent meta-learning research has been onthe development of learning algorithms that can quicklyadapt to test time tasks with limited data and low compu-tational cost. Few-shot learning is widely used as one ofthe standard benchmarks in meta-learning. In this work, weshow that a simple...

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Bibliographic Details
Main Authors: Tian, Yonglong (Author), Wang, Yue (Author), Tenenbaum, Joshua B (Author), Isola, Phillip John (Author)
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Springer, 2021-01-13T15:40:27Z.
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