Search Results for author: Xiran Wang

Found 3 papers, 1 papers with code

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization

1 code implementation ICCV 2023 Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi

Domain generalization (DG) is proposed to deal with the issue of domain shift, which occurs when statistical differences exist between source and target domains.

Domain Generalization Meta-Learning

Automatic Foreground Extraction from Imperfect Backgrounds using Multi-Agent Consensus Equilibrium

no code implementations24 Aug 2018 Xiran Wang, Jason Juang, Stanley H. Chan

The fusion framework allows us to integrate the individual strengths of alpha matting, background subtraction and image denoising to produce an overall better estimate.

Image Denoising Image Matting +3

Plug-and-Play ADMM for Image Restoration: Fixed Point Convergence and Applications

no code implementations5 May 2016 Stanley H. Chan, Xiran Wang, Omar A. Elgendy

We compare Plug-and-Play ADMM with state-of-the-art algorithms in each problem type, and demonstrate promising experimental results of the algorithm.

Image Denoising Image Restoration +1

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