482 citations · 494 across the 3 of their papers we have counts for
3 papers
cs.CV2024★ 1 cited
Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Industrial Anomaly Detection
Junpu Wang, Guili Xu, Chunlei Li +3
Unsupervised anomaly detection using only normal samples is of great significance for quality inspection in industrial manufacturing. Although existing reconstruction-based methods…
cs.CV2022★ 11 cited
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection
Junpu Wang, Guili Xu, Fuju Yan +2
Surface defect detection is an extremely crucial step to ensure the quality of industrial products. Nowadays, convolutional neural networks (CNNs) based on encoder-decoder architec…
cs.LG2019★ 482 cited
FedMD: Heterogenous Federated Learning via Model Distillation
Daliang Li, Junpu Wang
Federated learning enables the creation of a powerful centralized model without compromising data privacy of multiple participants. While successful, it does not incorporate the ca…