25 citations · 94 across the 19 of their papers we have counts for
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cs.CV2021★ 25 cited
Perceiving and Modeling Density is All You Need for Image Dehazing
Tian Ye, Mingchao Jiang, Yunchen Zhang +4
In the real world, the degradation of images taken under haze can be quite complex, where the spatial distribution of haze is varied from image to image. Recent methods adopt deep…
eess.IV2021
Efficient Re-parameterization Residual Attention Network For Nonhomogeneous Image Dehazing
Tian Ye, ErKang Chen, XinRui Huang +1
This paper proposes an end-to-end Efficient Re-parameterizationResidual Attention Network(ERRA-Net) to directly restore the nonhomogeneous hazy image. The contribution of this pape…
math.OC2021★ 6 cited
Global Convergence of Gradient Descent for Asymmetric Low-Rank Matrix Factorization
Tian Ye, Simon S. Du
We study the asymmetric low-rank factorization problem: \[\min_{\mathbf{U} \in \mathbb{R}^{m \times d}, \mathbf{V} \in \mathbb{R}^{n \times d}} \frac{1}{2}\|\mathbf{U}\mathbf{V}^\t…