Search Results for author: Qifan Liu

Found 2 papers, 0 papers with code

Self-Supervised Prime-Dual Networks for Few-Shot Image Classification

no code implementations29 Sep 2021 Wenming Cao, Qifan Liu, Guang Liu, Zhihai He

We construct a prime-dual network structure for few-shot learning which establishes a commutative relationship between the support set and the query set, as well as a new self- supervision constraint for highly effective few-shot learning.

Few-Shot Image Classification Few-Shot Learning

Invariance-Guided Feature Evolution for Few-Shot Learning

no code implementations29 Sep 2021 Wenming Cao, Zhineng Zhao, Qifan Liu, Zhihai He

Few-shot learning (FSL) aims to characterize the inherent visual relationship between support and query samples which can be well generalized to unseen classes so that we can accurately infer the labels of query samples from very few support samples.

domain classification Few-Shot Learning +1

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