HyperAI

Open Set Multi Target Domain Adaptation

Open Set Multi-Target Domain Adaptation (OSMTDA) aims to transfer the knowledge from a labeled source domain to multiple unlabeled target domains while handling unseen or unknown classes in the target domains. This task enhances the model's generalization and robustness in practical application scenarios by effectively addressing domain discrepancies under an open set environment, which is of significant application value for cross-domain recognition and classification in the field of computer vision.