Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks

Nicholas Guttenberg, Martin Biehl, Ryota Kanai

We present a loss function for neural networks that encompasses an idea of trivial versus non-trivial predictions, such that the network jointly determines its own prediction goals…