Figure 8. Illustration of context encoder model for Self-supervised features’ learning.

(left): An input image is modified by masking part of the image. (right): The context encoder learns useful representations by reconstructing the missing part in the masked image by minimizing the reconstruction and adversarial loss. Image credit: Sam.