Search Results for author: Zhicun Yin

Found 4 papers, 4 papers with code

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection

1 code implementation11 Jun 2024 Hang Yao, Ming Liu, Haolin Wang, Zhicun Yin, Zifei Yan, Xiaopeng Hong, WangMeng Zuo

Therefore, instead of utilizing the same setting for all samples, we propose to predict a particular denoising step for each sample by evaluating the difference between image contents and the priors extracted from diffusion models.

Denoising Unsupervised Anomaly Detection

MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces

1 code implementation ICCV 2023 Zhicun Yin, Ming Liu, Xiaoming Li, Hui Yang, Longan Xiao, WangMeng Zuo

To evaluate our proposed MetaF2N, we have collected a real-world low-quality dataset with one or multiple faces in each image, and our MetaF2N achieves superior performance on both synthetic and real-world datasets.

Image Generation Image Super-Resolution +1

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