2 papers
cs.LG2024
Co-training partial domain adaptation networks for industrial Fault Diagnosis
Gecheng Chen
The partial domain adaptation (PDA) challenge is a prevalent issue in industrial fault diagnosis. Drawing inspiration from traditional classification settings where such partial ch…
cs.AI2024
Self-degraded contrastive domain adaptation for industrial fault diagnosis with bi-imbalanced data
Gecheng Chen, Zeyu Yang, Chengwen Luo +1
Modern industrial fault diagnosis tasks often face the combined challenge of distribution discrepancy and bi-imbalance. Existing domain adaptation approaches pay little attention t…