9.7k citations · 12.6k across the 24 of their papers we have counts for
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cs.CV2023★ 4 cited
Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model
Yida Chen, Fernanda Viégas, Martin Wattenberg
Latent diffusion models (LDMs) exhibit an impressive ability to produce realistic images, yet the inner workings of these models remain mysterious. Even when trained purely on imag…
cs.CV2018★ 42 cited
Adversarial Spheres
Justin Gilmer, Luke Metz, Fartash Faghri +4
State of the art computer vision models have been shown to be vulnerable to small adversarial perturbations of the input. In other words, most images in the data distribution are b…