Compared meta-learning (2)results wecanonlymoutofM tasks.

For example, in image object recognition and language models building[4,5,6,7,8,9], the number of classes scales as the number of possible objects or the dictionary size respectively.

Neural Information Processing Systems http://nips.cc/

We study whether and how can we model a joint distributionp(x,z)using two conditional modelsp(x|z) and q(z|x) that form a cycle.