Search Results for author: Yifeng Geng

Found 2 papers, 1 papers with code

Learning to Focus: Cascaded Feature Matching Network for Few-shot Image Recognition

no code implementations13 Jan 2021 Mengting Chen, Xinggang Wang, Heng Luo, Yifeng Geng, Wenyu Liu

By applying the proposed feature matching block in different layers of the few-shot recognition network, multi-scale information among the compared images can be incorporated into the final cascaded matching feature, which boosts the recognition performance further and generalizes better by learning on relationships.

Few-Shot Learning

Diversity Transfer Network for Few-Shot Learning

1 code implementation31 Dec 2019 Mengting Chen, Yuxin Fang, Xinggang Wang, Heng Luo, Yifeng Geng, Xin-Yu Zhang, Chang Huang, Wenyu Liu, Bo wang

The learning problem of the sample generation (i. e., diversity transfer) is solved via minimizing an effective meta-classification loss in a single-stage network, instead of the generative loss in previous works.

Few-Shot Learning

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