Lei Zhang

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing · 2017 · 8.8K citations · Full text

Computing, Computer Science, Computer Vision +14

Are Transformers Effective for Time Series Forecasting?

Ailing Zeng, Muxi Chen, Lei Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 2.6K citations · Full text

Computing, Computer Science, Forecasting +15

Weighted Nuclear Norm Minimization with Application to Image Denoising

Shuhang Gu, Lei Zhang, Wangmeng Zuo et al. · 2014 · 2.3K citations

Natural Sciences, Biomedical Engineering, Computer Vision +15

Learning Deep CNN Denoiser Prior for Image Restoration

Kai Zhang, Wangmeng Zuo, Shuhang Gu et al. · 2017 · 2.1K citations · Full text

Computing, Computer Science, Computer Vision +15

Sparse representation or collaborative representation: Which helps face recognition?

Lei Zhang, Meng Yang, Xiangchu Feng · 2011 · 2K citations

Computing, Computer Science, Computer Vision +13