Self-Supervised Generalisation with Meta Auxiliary Learning

Shikun Liu, Andrew Davison, Edward Johns

Neural Information Processing Systems 

Learning with auxiliary tasks can improve the ability of a primary task to generalise. However, this comes at the cost of manually labelling auxiliary data.