Search Results for author: Junzhe Xu

Found 2 papers, 1 papers with code

Simple Semantic-Aided Few-Shot Learning

1 code implementation30 Nov 2023 Hai Zhang, Junzhe Xu, Shanlin Jiang, Zhenan He

This limitation severely constrains the potential of semantics in Few-Shot Learning.

Few-Shot Learning

Attribute Localization and Revision Network for Zero-Shot Learning

no code implementations11 Oct 2023 Junzhe Xu, Suling Duan, Chenwei Tang, Zhenan He, Jiancheng Lv

Second, we propose Attribute Revision Module (ARM), which generates image-level semantics by revising the ground-truth value of each attribute, compensating for performance degradation caused by ignoring intra-class variation.

Attribute Zero-Shot Learning

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