2025
Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification
IJCAI 2025
Adapting pre-trained vision-language models to downstream tasks has emerged as a novel paradigm for zero-shot learning. Existing test-time adaptation (TTA) methods such as TPT attempt to fine-tune visual or textual representations to accommodate downstream tasks but still require expensive optimizat