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Yunjin Chen

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

Aug 13, 2016
Kai Zhang, Wangmeng Zuo, Yunjin Chen, Deyu Meng, Lei Zhang

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Higher-order MRFs based image super resolution: why not MAP?

Oct 24, 2015
Yunjin Chen

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Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion

Oct 10, 2015
Wensen Feng, Yunjin Chen

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On learning optimized reaction diffusion processes for effective image restoration

Mar 25, 2015
Yunjin Chen, Wei Yu, Thomas Pock

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A higher-order MRF based variational model for multiplicative noise reduction

Jul 07, 2014
Yunjin Chen, Wensen Feng, René Ranftl, Hong Qiao, Thomas Pock

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A bi-level view of inpainting - based image compression

May 09, 2014
Yunjin Chen, René Ranftl, Thomas Pock

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iPiano: Inertial Proximal Algorithm for Non-Convex Optimization

Apr 18, 2014
Peter Ochs, Yunjin Chen, Thomas Brox, Thomas Pock

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Revisiting loss-specific training of filter-based MRFs for image restoration

Jan 16, 2014
Yunjin Chen, Thomas Pock, René Ranftl, Horst Bischof

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Learning $\ell_1$-based analysis and synthesis sparsity priors using bi-level optimization

Jan 16, 2014
Yunjin Chen, Thomas Pock, Horst Bischof

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Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs

Jan 13, 2014
Yunjin Chen, René Ranftl, Thomas Pock

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