Evaluating Robustness in Latent Diffusion Models via Embedding Level Augmentation

Boris Martirosyan, Alexey Karmanov

Latent diffusion models (LDMs) achieve state-of-the-art performance across various tasks, including image generation and video synthesis. However, they generally lack robustness, a…