Gradient matching for domain generalization

Machine learning systems typically assume that the distributions of training and test sets match closely. However, a critical requirement of such systems in the real world is their ability to generalize to unseen domains. Here, we propose an inter-domain gradient matching objective that targets doma...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Shi, Y, Seely, J, Torr, PHS, Siddharth, N, Hannun, A, Usunier, N, Synnaeve, G
Aineistotyyppi: Conference item
Kieli:English
Julkaistu: OpenReview 2022