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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

* 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

* 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

* 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

* 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

* 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

* 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

* 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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DAVANet: Stereo Deblurring with View Aggregation


Apr 10, 2019
Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy Ren

* CVPR 2019 (Oral) 

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Very Power Efficient Neural Time-of-Flight


Dec 19, 2018
Yan Chen, Jimmy Ren, Xuanye Cheng, Keyuan Qian, Jinwei Gu

* preprint 

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DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras


Sep 26, 2018
Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy Ren

* Accepted at 3DV2018 

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Learning Monocular Depth by Distilling Cross-domain Stereo Networks


Aug 20, 2018
Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy Ren, Xiaogang Wang

* ECCV 2018 

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Physics-Based Generative Adversarial Models for Image Restoration and Beyond


Aug 02, 2018
Jinshan Pan, Yang Liu, Jiangxin Dong, Jiawei Zhang, Jimmy Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang


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Deep Reasoning with Knowledge Graph for Social Relationship Understanding


Jul 02, 2018
Zhouxia Wang, Tianshui Chen, Jimmy Ren, Weihao Yu, Hui Cheng, Liang Lin

* Accepted at IJCAI 2018. The first work that integrates high-level knowledge graph to reason about social relationships between person pair of interest in still image 

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Learning Selfie-Friendly Abstraction from Artistic Style Images


May 21, 2018
Yicun Liu, Jimmy Ren, Jianbo Liu, Jiawei Zhang, Xiaohao Chen


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Learning Dual Convolutional Neural Networks for Low-Level Vision


May 14, 2018
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang

* CVPR 2018 

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3D Human Pose Estimation in the Wild by Adversarial Learning


Apr 16, 2018
Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy Ren, Hongsheng Li, Xiaogang Wang

* CVPR 2018 

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Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains


Mar 18, 2018
Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy Ren, Ruichao Xiao, Jin Zeng, Liang Lin

* Accepted at CVPR 2018 

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Single View Stereo Matching


Mar 09, 2018
Yue Luo, Jimmy Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin

* Spotlight in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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LSTM Pose Machines


Mar 09, 2018
Yue Luo, Jimmy Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin

* Poster in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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Image Dehazing using Bilinear Composition Loss Function


Oct 01, 2017
Hui Yang, Jinshan Pan, Qiong Yan, Wenxiu Sun, Jimmy Ren, Yu-Wing Tai


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Robust Tracking Using Region Proposal Networks


May 30, 2017
Jimmy Ren, Zhiyang Yu, Jianbo Liu, Rui Zhang, Wenxiu Sun, Jiahao Pang, Xiaohao Chen, Qiong Yan


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Accurate Single Stage Detector Using Recurrent Rolling Convolution


Apr 19, 2017
Jimmy Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu

* CVPR 2017 

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Look, Listen and Learn - A Multimodal LSTM for Speaker Identification


Feb 13, 2016
Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan

* The 30th AAAI Conference on Artificial Intelligence (AAAI-16) 

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Deep Multimodal Speaker Naming


Jul 17, 2015
Yongtao Hu, Jimmy Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang


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