Sang-Yeong Jo

POEM: Polarization of Embeddings for Domain-Invariant Representations

Handling out-of-distribution samples is a long-lasting challenge for deep visual models. In particular, domain generalization (DG) is one of the most relevant tasks that aims to train a model with a generalization capability on novel domains. Most existing DG approaches share the same philosophy to…