Jingyi Xu*

Assessing Sample Quality via the Latent Space of Generative Models

"Advances in generative models increase the need for sample quality assessment. To do so, previous methods rely on a pre-trained feature extractor to embed the generated samples and real samples into a common space for comparison. However, different feature extractors might lead to inconsistent asse…