Zengguang Tian

Task-Covariant Representations for Few-Shot Learning on Remote Sensing Images

2023 · Mathematics

In the regression and classification of remotely sensed images through meta-learning, techniques exploit task-invariant information to quickly adapt to new tasks with fewer gradient updates. Despite its usefulness, task-invariant information alone may not effectively capture …