Search Results for author: Yajie Cui

Found 7 papers, 2 papers with code

Data-Centric AI Paradigm Based on Application-Driven Fine-Grained Dataset Design

1 code implementation20 Sep 2022 Huan Hu, Yajie Cui, Zhaoxiang Liu, Shiguo Lian

Deep learning has a wide range of applications in industrial scenario, but reducing false alarm (FA) remains a major difficulty.

A Waste Copper Granules Rating System Based on Machine Vision

no code implementations11 Jul 2022 Kaikai Zhao, Yajie Cui, Zhaoxiang Liu, Shiguo Lian

Our rating network includes a segmentation network and a purity regression network, which respectively calculate the semantic segmentation heatmaps and purity results of the waste copper granules.

regression Segmentation +1

A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images

no code implementations24 Apr 2022 Yajie Cui, Zhaoxiang Liu, Shiguo Lian

In contrast, recent research shows that unsupervised learning has great potential in tackling the above disadvantages for visual industrial anomaly detection.

Defect Detection Unsupervised Anomaly Detection

Deep Partial Multi-View Learning

no code implementations12 Nov 2020 Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, QinGhua Hu

Although multi-view learning has made signifificant progress over the past few decades, it is still challenging due to the diffificulty in modeling complex correlations among different views, especially under the context of view missing.

Imputation MULTI-VIEW LEARNING +1

CPM-Nets: Cross Partial Multi-View Networks

1 code implementation NeurIPS 2019 Changqing Zhang, Zongbo Han, Yajie Cui, Huazhu Fu, Joey Tianyi Zhou, QinGhua Hu

Despite multi-view learning progressed fast in past decades, it is still challenging due to the difficulty in modeling complex correlation among different views, especially under the context of view missing.

MULTI-VIEW LEARNING

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