Machine Learning, Data Science, Statistics, Probability, Editors Pick.
soft assignments P(Z|X*,θ*) per pixel. The network is trained using a loss function typical of encoder-decoders, but is weighted by P(Z|X*,θ*). This method is known as neural expectation maximization (N-EM) [4] and although useful, it loses the convergence guarantee of EM. Furthermore, it is