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Low-Dose CT Denoising Using a Structure-Preserving Kernel Prediction Network


May 31, 2021
Lu Xu, Yuwei Zhang, Ying Liu, Daoye Wang, Mu Zhou, Jimmy Ren, Zhaoxiang Ye

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* ICIP2021 

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Efficient Deep Image Denoising via Class Specific Convolution


Mar 02, 2021
Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy Ren

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* The Thirty-Fifth AAAI Conference on Artificial Intelligence(AAAI-21) 

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Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric


Nov 30, 2020
Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy Ren, Chao Dong

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* arXiv admin note: substantial text overlap with arXiv:2007.12142 

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PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration


Jul 23, 2020
Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy Ren, Chao Dong

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* Accepted by ECCV 2020 

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Learning a Reinforced Agent for Flexible Exposure Bracketing Selection


May 26, 2020
Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy Ren

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* to be published in CVPR 2020 

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Learning Event-Based Motion Deblurring


Apr 13, 2020
Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy Ren, Jiancheng Lv, Yebin Liu

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* Accepted to CVPR 2020 

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Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning


Sep 03, 2019
Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy Ren, Rynson W. H. Lau

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* International Conference in Computer Vision 2019 (ICCV 2019) 

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Image Formation Model Guided Deep Image Super-Resolution


Aug 25, 2019
Jinshan Pan, Yang Liu, Deqing Sun, Jimmy Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang

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* We need to improve this paper 

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Spatio-Temporal Filter Adaptive Network for Video Deblurring


Apr 28, 2019
Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy Ren

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