Publications

Gradient Matching for Domain Generalisation

Published in arxiv, 2021

We propose an inter-domain gradient matching objective that targets domain generalization by maximising the inner product between gradients from different domains. We also derive a simpler first-order algorithm named Fish that approximates the computation of second-order derivative.