Search Results - data-driven unconditional generative image modeling

A Domain-Guided Noise-Optimization-Based Inversion Method for Facial Image Manipulation by Yang, Nan, Zheng, Zeyu, Zhou, Mengchu, Guo, Xiwang, Qi, Liang, Wang, Tianran

“…A style-based architecture (StyleGAN2) yields outstanding results in data-driven unconditional generative image modeling…”
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Analyzing and Improving the Image Quality of StyleGAN by Karras, Tero, Laine, Samuli, Aittala, Miika, Hellsten, Janne, Lehtinen, Jaakko, Aila, Timo

“…The style-based GAN architecture (StyleGAN) yields state-of-the-art results in data-driven unconditional generative image modeling…”
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Synthetic Aperture Radar Deep Statistical Imaging Through Diffusion Generative Model Conditional Inference by Wang, Zhongqi, Song, Chong, Jiao, Zekun, Wang, Bingnan, Xiang, Maosheng

“… More powerful image priors, such as the deep generative model for unconditional image generation, would be a better…”
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Generative Modeling of Microweather Wind Velocities for Urban Air Mobility by Shah, Tristan A., Stanley, Michael C., Warner, James E.

“…) data-driven modeling approaches that are largely deterministic…”
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Analyzing and Improving the Image Quality of StyleGAN by Karras, Tero, Laine, Samuli, Aittala, Miika, Hellsten, Janne, Lehtinen, Jaakko, Aila, Timo

“…The style-based GAN architecture (StyleGAN) yields state-of-the-art results in data-driven unconditional generative image modeling…”
Get full text