Huiling Wang

ESFFA: Early‐Stage Feature Frequency Attack in Cross‐Domain Few‐Shot Learning

2026 · IET Computer Vision

ABSTRACT Cross‐domain few‐shot learning (CD‐FSL) addresses the challenge of few‐shot classification under significant distribution shifts between source and novel target domains. The core difficulty lies in bridging the domain gap. Existing methods primarily mitigate this …