Nimit Kalra

Domain Adaptation Through Task Distillation

2020 · arXiv (Cornell University)

Deep networks devour millions of precisely annotated images to build their complex and powerful representations. Unfortunately, tasks like autonomous driving have virtually no real-world training data. Repeatedly crashing a car into a tree is simply …