Search Results for author: Wen-Hoar Hsaio

Found 2 papers, 2 papers with code

Semantic Cross Attention for Few-shot Learning

1 code implementation12 Oct 2022 Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio

Our proposed model uses word-embedding representations as semantic features to help train the embedding network and a semantic cross-attention module to bridge the semantic features into the typical visual modal.

Few-Shot Learning Image Classification +1

Proxy Network for Few Shot Learning

1 code implementation9 Sep 2020 Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio

We conclude that the success of metric-learning based approaches lies in the data embedding, the representative of each class, and the distance metric.

Few-Shot Learning Metric Learning

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