Transductive zero-shot learning with generative model-driven structure alignment

Yang Liu, Keda Tao, Tianhui Tian, Xinbo Gao, Jungong Han, Ling Shao

Abstract: Highlights•We introduce the concept of root-oriented optimization models for the first time.•We deploy a generative model integrated with the structure alignment strategy.•The proposed model outperforms state-of-the-art methods on four benchmarks.