Domain Adaptation Through Task Distillation

Brady Zhou, Nimit Kalra, Philipp Krähenbühl

Deep networks devour millions of precisely annotated images to build their complex and powerful representations. Unfortunately, tasks like autonomous driving have virtually no real…