2020
Theory-Inspired Path-Regularized Differential Network Architecture Search
NeurIPS 2020oral
Despite its high search efficiency, differential architecture search (DARTS) often selects network architectures with dominated skip connections which lead to performance degradation. However, theoretical understandings on this issue remain absent, hindering the development of more advanced methods…