Adversarial Masking for Self-Supervised Learning

Yuge Shi, N. Siddharth, Philip H. S. Torr +1

We propose ADIOS, a masked image model (MIM) framework for self-supervised learning, which simultaneously learns a masking function and an image encoder using an adversarial object…