Fig. 5: Embedding space visualization.
From: On the design and evaluation of generative models in high energy density physics
a shows 2D embeddings of both training and generated data from the JAG benchmark using HoroPCA; (b) shows samples generated by sampling in the latent space in the neighborhood of five different training samples. The plot illustrates that the resulting generated samples in the neighborhood of the training data do not compromise the scientific validity.
