Jinkun Jiang

Semantic Relation-Enhanced CLIP Adapter for Domain Adaptive Zero-Shot Learning

The high cost of data annotation has spurred research on training deep learning models in data-limited scenarios. Existing paradigms, however, fail to balance cross-domain transfer and cross-category generalization, giving rise to the demand for Domain-Adaptive Zero-Shot Learning (DAZSL). Although v…