Search Results for author: Lucy Chai

Found 5 papers, 4 papers with code

Any-resolution Training for High-resolution Image Synthesis

no code implementations14 Apr 2022 Lucy Chai, Michael Gharbi, Eli Shechtman, Phillip Isola, Richard Zhang

We introduce continuous-scale training, a process that samples patches at random scales to train a new generator with variable output resolutions.

Image Generation

Ensembling with Deep Generative Views

1 code implementation CVPR 2021 Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang

Here, we investigate whether such views can be applied to real images to benefit downstream analysis tasks such as image classification.

Image Classification

Using latent space regression to analyze and leverage compositionality in GANs

1 code implementation ICLR 2021 Lucy Chai, Jonas Wulff, Phillip Isola

In this work, we investigate regression into the latent space as a probe to understand the compositional properties of GANs.

Image Inpainting

What makes fake images detectable? Understanding properties that generalize

1 code implementation ECCV 2020 Lucy Chai, David Bau, Ser-Nam Lim, Phillip Isola

The quality of image generation and manipulation is reaching impressive levels, making it increasingly difficult for a human to distinguish between what is real and what is fake.

Image Generation

On the "steerability" of generative adversarial networks

2 code implementations16 Jul 2019 Ali Jahanian, Lucy Chai, Phillip Isola

We hypothesize that the degree of distributional shift is related to the breadth of the training data distribution.

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