Xiaohang Zhan

Unsupervised Object-Level Representation Learning from Scene Images

2021 · arXiv (Cornell University)

Contrastive self-supervised learning has largely narrowed the gap to supervised pre-training on ImageNet. However, its success highly relies on the object-centric priors of ImageNet, i.e., different augmented views of the same image correspond to the …