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Learning to Purify Noisy Labels via Meta Soft Label Corrector

Aug 03, 2020
Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

* 12 pages,6 figures 

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Structural Residual Learning for Single Image Rain Removal

May 19, 2020
Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng


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A Survey on Rain Removal from Video and Single Image

Oct 03, 2019
Hong Wang, Yichen Wu, Minghan Li, Qian Zhao, Deyu Meng


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Deep learning-based color holographic microscopy

Jul 15, 2019
Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan

* Journal of Biophotonics (2019) 
* 25 pages, 8 Figures, 2 Tables 

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Three-dimensional propagation and time-reversal of fluorescence images

Jan 31, 2019
Yichen Wu, Yair Rivenson, Hongda Wang, Yilin Luo, Eyal Ben-David, Aydogan Ozcan

* 39 pages (main text) 

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Resolution enhancement in scanning electron microscopy using deep learning

Jan 30, 2019
Kevin de Haan, Zachary S. Ballard, Yair Rivenson, Yichen Wu, Aydogan Ozcan

* 8 pages, 4 figures 

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Cross-modality deep learning brings bright-field microscopy contrast to holography

Nov 17, 2018
Yichen Wu, Yilin Luo, Gunvant Chaudhari, Yair Rivenson, Ayfer Calis, Kevin De Haan, Aydogan Ozcan

* 3 pages 

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Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery

Mar 21, 2018
Yichen Wu, Yair Rivenson, Yibo Zhang, Zhensong Wei, Harun Gunaydin, Xing Lin, Aydogan Ozcan


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A Practical Algorithm for Topic Modeling with Provable Guarantees

Dec 19, 2012
Sanjeev Arora, Rong Ge, Yoni Halpern, David Mimno, Ankur Moitra, David Sontag, Yichen Wu, Michael Zhu

* 26 pages 

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