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Yujie Hu

3 accepted papers

2023

GAN Prior Based Null-Space Learning for Consistent Super-resolution

AAAI 2023technical

Consistency and realness have always been the two critical issues of image super-resolution. While the realness has been dramatically improved with the use of GAN prior, the state-of-the-art methods still suffer inconsistencies in local structures and colors (e.g., tooth and eyes). In this paper, we…

2022

Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration

AAAI 2022technical

Emerging high-quality face restoration (FR) methods often utilize pre-trained GAN models (i.e., StyleGAN2) as GAN Prior. However, these methods usually struggle to balance realness and fidelity when facing various degradation levels. Besides, there is still a noticeable visual quality gap compared w…