Search Results for author: Yuyan Zhou

Found 3 papers, 2 papers with code

Improving Generalization of Deep Neural Networks by Optimum Shifting

no code implementations23 May 2024 Yuyan Zhou, Ye Li, Lei Feng, Sheng-Jun Huang

Recent studies showed that the generalization of neural networks is correlated with the sharpness of the loss landscape, and flat minima suggests a better generalization ability than sharp minima.

Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery

1 code implementation31 Aug 2023 Yuyan Zhou, Dong Liang, Songcan Chen, Sheng-Jun Huang, Shuo Yang, Chongyi Li

In this paper, we propose a solution to improve the performance of lens flare removal by revisiting the ISP and remodeling the principle of automatic exposure in the synthesis pipeline and design a more reliable light sources recovery strategy.

Flare Removal Tone Mapping

Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery

1 code implementation ICCV 2023 Yuyan Zhou, Dong Liang, Songcan Chen, Sheng-Jun Huang, Shuo Yang, Chongyi Li

In this paper, we propose a solution to improve the performance of lens flare removal by revisiting the ISP and remodeling the principle of automatic exposure in the synthesis pipeline and design a more reliable light sources recovery strategy.

Flare Removal Tone Mapping

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