Guosheng Lin

DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning

2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence

In this work, we develop methods for few-shot image classification from a new perspective of optimal matching between image regions. We employ the Earth Mover's Distance (EMD) as a metric to compute a structural distance …