CoDo: Contrastive Learning with Downstream Background Invariance for Detection

Bing Zhao, Jun Li, Hong Zhu

The prior self-supervised learning researches mainly select image-level instance discrimination as pretext task. It achieves a fantastic classification performance that is comparab…