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02/06/2023
Zero-shot Image-to-Image Translation
Large-scale text-to-image generative models have shown their remarkable ...
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01/12/2023
Domain Expansion of Image Generators
Can one inject new concepts into an already trained generative model, wh...
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12/08/2022
Multi-Concept Customization of Text-to-Image Diffusion
While generative models produce high-quality images of concepts learned ...
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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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04/22/2021
On Buggy Resizing Libraries and Surprising Subtleties in FID Calculation
We investigate the sensitivity of the Fréchet Inception Distance (FID) s...
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03/18/2021
The Low-Rank Simplicity Bias in Deep Networks
Modern deep neural networks are highly over-parameterized compared to th...
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07/01/2020
Swapping Autoencoder for Deep Image Manipulation
Deep generative models have become increasingly effective at producing r...
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04/29/2020
Image Morphing with Perceptual Constraints and STN Alignment
In image morphing, a sequence of plausible frames are synthesized and co...
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01/13/2020
A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences
Assessment of many audio processing tasks relies on subjective evaluatio...
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06/13/2019
Detecting Photoshopped Faces by Scripting Photoshop
Most malicious photo manipulations are created using standard image edit...
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03/28/2016
