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05/15/2023
A Reproducible Extraction of Training Images from Diffusion Models
Recently, Carlini et al. demonstrated the widely used model Stable Diffu...
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03/17/2023
On the De-duplication of LAION-2B
Generative models, such as DALL-E, Midjourney, and Stable Diffusion, hav...
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07/13/2021
This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces
Recently, generative adversarial networks (GANs) have achieved stunning ...
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06/21/2020
Equivalence of several curves assessing the similarity between probability distributions
The recent advent of powerful generative models has triggered the renewe...
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05/14/2019
Revisiting Precision and Recall Definition for Generative Model Evaluation
In this article we revisit the definition of Precision-Recall (PR) curve...
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01/09/2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery
State of the art deep generative networks are capable of producing image...
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01/14/2018