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06/15/2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data
Current perceptual similarity metrics operate at the level of pixels and...
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03/23/2023
Persistent Nature: A Generative Model of Unbounded 3D Worlds
Despite increasingly realistic image quality, recent 3D image generative...
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09/26/2022
Totems: Physical Objects for Verifying Visual Integrity
We introduce a new approach to image forensics: placing physical refract...
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04/14/2022
Any-resolution Training for High-resolution Image Synthesis
Generative models operate at fixed resolution, even though natural image...
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04/29/2021
Ensembling with Deep Generative Views
Recent generative models can synthesize "views" of artificial images tha...
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03/18/2021
Using latent space regression to analyze and leverage compositionality in GANs
In recent years, Generative Adversarial Networks have become ubiquitous ...
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08/24/2020
What makes fake images detectable? Understanding properties that generalize
The quality of image generation and manipulation is reaching impressive ...
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07/16/2019