no code implementations • 4 Jun 2023 • Jiancheng Zhao, Jiaqi Yue, Liangjun Feng, Chunhui Zhao, Jinliang Ding
In this article, we propose a knowledge space sharing (KSS) model to address the DSP in the generalized zero-shot industrial fault diagnosis task.
no code implementations • 8 Feb 2023 • Liangjun Feng, Jiancheng Zhao, Chunhui Zhao
First, the embedding features in benchmark datasets are somehow overlooked, which potentially limits the performance of EAGMs, while most researchers focus on how to improve EAGMs.
1 code implementation • 10 Feb 2022 • Liangjun Feng, Chunhui Zhao, Xi Li
When training samples are scarce, the semantic embedding technique, ie, describing class labels with attributes, provides a condition to generate visual features for unseen objects by transferring the knowledge from seen objects.