2 papers
cs.AI2026
FedIFL: A federated cross-domain diagnostic framework for motor-driven systems with inconsistent fault modes
Zexiao Wang, Yankai Wang, Xiaoqiang Liao +2
Due to the scarcity of industrial data, individual equipment users, particularly start-ups, struggle to independently train a comprehensive fault diagnosis model; federated learnin…
cs.CV2025
Multi-Prompt Progressive Alignment for Multi-Source Unsupervised Domain Adaptation
Haoran Chen, Zexiao Wang, Haidong Cao +2
Large Vision-Language Models like CLIP have become a powerful foundation for Unsupervised Domain Adaptation due to their strong zero-shot generalization. State-of-the-art methods t…