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12/14/2022
Projection-Domain Self-Supervision for Volumetric Helical CT Reconstruction
We propose a deep learning method for three-dimensional reconstruction i...
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07/04/2022
Disentangling Random and Cyclic Effects in Time-Lapse Sequences
Time-lapse image sequences offer visually compelling insights into dynam...
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03/11/2022
The Role of ImageNet Classes in Fréchet Inception Distance
Fréchet Inception Distance (FID) is a metric for quantifying the distanc...
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04/06/2020
GANSpace: Discovering Interpretable GAN Controls
This paper describes a simple technique to analyze Generative Adversaria...
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12/03/2019
Analyzing and Improving the Image Quality of StyleGAN
The style-based GAN architecture (StyleGAN) yields state-of-the-art resu...
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04/15/2019
Improved Precision and Recall Metric for Assessing Generative Models
The ability to evaluate the performance of a computational model is a vi...
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10/05/2018
PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation
Proximal Policy Optimization (PPO) is a highly popular model-free reinfo...
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03/12/2018
Noise2Noise: Learning Image Restoration without Clean Data
We apply basic statistical reasoning to signal reconstruction by machine...
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10/27/2017
