NCA-GENM Exam Dumps | You are experimenting with different loss functions for training a Variational Autoencoder (VAE) to generate

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Question 97/192

You are experimenting with different loss functions for training a Variational Autoencoder (VAE) to generate images. You observe that using only the reconstruction loss (e.g., Mean Squared Error) results in blurry images. What other loss component is typically added to the VAE objective function to encourage the latent space to be well-structured and generate sharper images?

A. Cross-entropy loss

B. Kullback-Leibler (KL) divergence loss

C. Perceptual loss

D. Contrastive loss

E. Hinge loss

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