Chenhao Yang

Partial domain adaptation ProtoNet: A partial transfer meta-learning framework for cross-domain fault diagnosis with limited labeled data

PDAPN first employs episodic prototypical learning to construct stable and discriminative class representations from scarce labeled source-domain samples, and a maximum of cosine similarity-based local partial alignment mechanism is introduced to identify target-compatible source-domain anchors and reduce negative tran...