SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles

10/26/2022
by   Zhi Lv, et al.
0

We present a simple domain generalization baseline, which wins second place in both the common context generalization track and the hybrid context generalization track respectively in NICO CHALLENGE 2022. We verify the founding in recent literature, domainbed, that ERM is a strong baseline compared to recent state-of-the-art domain generalization methods and propose SimpleDG which includes several simple yet effective designs that further boost generalization performance. Code is available at https://github.com/megvii-research/SimpleDG

READ FULL TEXT

Please sign up or login with your details

Forgot password? Click here to reset