Search Results for author: Zhijie Rao

Found 4 papers, 1 papers with code

Dual Expert Distillation Network for Generalized Zero-Shot Learning

no code implementations25 Apr 2024 Zhijie Rao, Jingcai Guo, Xiaocheng Lu, Jingming Liang, Jie Zhang, Haozhao Wang, Kang Wei, Xiaofeng Cao

Zero-shot learning has consistently yielded remarkable progress via modeling nuanced one-to-one visual-attribute correlation.

Attribute Generalized Zero-Shot Learning

Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects

1 code implementation31 Jan 2024 Jingcai Guo, Zhijie Rao, Zhi Chen, Jingren Zhou, DaCheng Tao

To enrich the literature of this domain and provide a sound basis for its future development, in this paper, we present a broad review of recent advances for fine-grained analysis in ZSL.

Zero-Shot Learning

Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning

no code implementations23 Nov 2023 Zhijie Rao, Jingcai Guo, Xiaocheng Lu, Qihua Zhou, Jie Zhang, Kang Wei, Chenxin Li, Song Guo

In this paper, we propose a simple yet effective Attribute-Aware Representation Rectification framework for GZSL, dubbed $\mathbf{(AR)^{2}}$, to adaptively rectify the feature extractor to learn novel features while keeping original valuable features.

Attribute Generalized Zero-Shot Learning +1

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