kangyu xiao*

Semantic-guided Robustness Tuning for Few-Shot Transfer Across Extreme Domain Shift

"In this work, we focus on the cross-domain few-shot classification (CDFSC), which is mostly challenged by the low-data problem as well as extreme domain shift between base and novel target classes. Current methods always employ a lightweight backbone and continue to use a linear-probe-like traditio…