Jimmy S. J. Ren

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 64

Top Topics

Convolutional Neural Networks

Pose Estimation

Image Restoration

Top Venues

Publications

Liang Chen, Jiawei Zhang, Zhenhua Li, Yunxuan Wei, Faming Fang, Jimmy S. J. Ren, Jinshan Pan
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring. Int. J. Comput. Vis. 132 (2) (2024)
Liang Chen, Jiawei Zhang, Zhenhua Li, Yunxuan Wei, Faming Fang, Jimmy S. J. Ren, Jinshan Pan
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring. CoRR (2023)
Xun Wu, Yaqi Wu, Jiawei Zhang, Feng Zhang, Jimmy S. J. Ren
Joint Demosaicing and Denoising with Gradient Guidance in Quad Bayer CFA. ICIP (2023)
Jiawei Zhang, Jinshan Pan, Daoye Wang, Shangchen Zhou, Xing Wei, Furong Zhao, Jianbo Liu, Jimmy S. J. Ren
Deep Dynamic Scene Deblurring From Optical Flow. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy S. J. Ren
Efficient Deep Image Denoising via Class Specific Convolution. AAAI (2021)
Lu Xu, Yuwei Zhang, Ying Liu, Daoye Wang, Mu Zhou, Jimmy S. J. Ren, Jingwei Wei, Zhaoxiang Ye
Low-Dose CT Denoising Using A Structure-Preserving Kernel Prediction Network. ICIP (2021)
Jinshan Pan, Jiangxin Dong, Yang Liu, Jiawei Zhang, Jimmy S. J. Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang
Physics-Based Generative Adversarial Models for Image Restoration and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy S. J. Ren
Efficient Deep Image Denoising via Class Specific Convolution. CoRR (2021)
Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy S. J. Ren
Learning a Reinforced Agent for Flexible Exposure Bracketing Selection. CoRR (2020)
Jinshan Pan, Yang Liu, Deqing Sun, Jimmy S. J. Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang
Image Formation Model Guided Deep Image Super-Resolution. AAAI (2020)
Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy S. J. Ren, Chao Dong
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric. CoRR (2020)
Songnan Lin, Jiawei Zhang, Jing Chen, Yongtian Wang, Yicun Liu, Jimmy S. J. Ren
Cross-spectral stereo matching for facial disparity estimation in the dark. Comput. Vis. Image Underst. 200 (2020)
Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy S. J. Ren
Learning a Reinforced Agent for Flexible Exposure Bracketing Selection. CVPR (2020)
Yan Chen, Jimmy S. J. Ren, Xuanye Cheng, Keyuan Qian, Luyang Wang, Jinwei Gu
Very Power Efficient Neural Time-of-Flight. WACV (2020)
Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy S. J. Ren, Jiancheng Lv, Yebin Liu
Learning Event-Based Motion Deblurring. CVPR (2020)
Songnan Lin, Jiawei Zhang, Jinshan Pan, Zhe Jiang, Dongqing Zou, Yongtian Wang, Jing Chen, Jimmy S. J. Ren
Learning Event-Driven Video Deblurring and Interpolation. ECCV (8) (2020)
Song Zhang, Yu Zhang, Zhe Jiang, Dongqing Zou, Jimmy S. J. Ren, Bin Zhou
Learning to See in the Dark with Events. ECCV (18) (2020)
Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy S. J. Ren, Chao Dong
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration. CoRR (2020)
Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy S. J. Ren
Spatio-Temporal Filter Adaptive Network for Video Deblurring. CoRR (2019)
Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy S. J. Ren, Rynson W. H. Lau
Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning. CoRR (2019)
Jinshan Pan, Jiangxin Dong, Jimmy S. J. Ren, Liang Lin, Jinhui Tang, Ming-Hsuan Yang
Spatially Variant Linear Representation Models for Joint Filtering. CVPR (2019)
Xiu Li, Guichun Duan, Zhouxia Wang, Jimmy S. J. Ren, Yongbing Zhang, Jiawei Zhang, Kaixiang Song
Recovering Extremely Degraded Faces by Joint Super-Resolution and Facial Composite. ICTAI (2019)
Luyang Wang, Yan Chen, Zhenhua Guo, Keyuan Qian, Mude Lin, Hongsheng Li, Jimmy S. J. Ren
Generalizing Monocular 3D Human Pose Estimation in the Wild. CoRR (2019)
Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy S. J. Ren, Rynson W. H. Lau
Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning. ICCV (2019)
Yang Liu, Jinshan Pan, Jimmy S. J. Ren, Zhixun Su
Learning Deep Priors for Image Dehazing. ICCV (2019)
Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Wangmeng Zuo, Haozhe Xie, Jimmy S. J. Ren
Spatio-Temporal Filter Adaptive Network for Video Deblurring. ICCV (2019)
Luyang Wang, Yan Chen, Zhenhua Guo, Keyuan Qian, Mude Lin, Hongsheng Li, Jimmy S. J. Ren
Generalizing Monocular 3D Human Pose Estimation in the Wild. ICCV Workshops (2019)
Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy S. J. Ren
DAVANet: Stereo Deblurring with View Aggregation. CoRR (2019)
Yue Luo, Jimmy S. J. Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin
Single View Stereo Matching. CVPR (2018)
Yue Luo, Jimmy S. J. Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin
Single View Stereo Matching. CoRR (2018)
Yue Luo, Jimmy S. J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin
LSTM Pose Machines. CVPR (2018)
Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy S. J. Ren, Xiaogang Wang
Learning Monocular Depth by Distilling Cross-Domain Stereo Networks. ECCV (11) (2018)
Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy S. J. Ren
DSR: Direct Self-Rectification for Uncalibrated Dual-Lens Cameras. 3DV (2018)
Jinshan Pan, Yang Liu, Jiangxin Dong, Jiawei Zhang, Jimmy S. J. Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang
Physics-Based Generative Adversarial Models for Image Restoration and Beyond. CoRR (2018)
Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy S. J. Ren, Ruichao Xiao, Jin Zeng, Liang Lin
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains. CoRR (2018)
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy S. J. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang
Learning Dual Convolutional Neural Networks for Low-Level Vision. CoRR (2018)
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy S. J. Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang
Learning Dual Convolutional Neural Networks for Low-Level Vision. CVPR (2018)
Yan Chen, Jimmy S. J. Ren, Xuanye Cheng, Keyuan Qian, Jinwei Gu
Very Power Efficient Neural Time-of-Flight. CoRR (2018)
Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy S. J. Ren, Hongsheng Li, Xiaogang Wang
3D Human Pose Estimation in the Wild by Adversarial Learning. CVPR (2018)
Zhouxia Wang, Tianshui Chen, Jimmy S. J. Ren, Weihao Yu, Hui Cheng, Liang Lin
Deep Reasoning with Knowledge Graph for Social Relationship Understanding. IJCAI (2018)
Yicun Liu, Jimmy S. J. Ren, Jianbo Liu, Jiawei Zhang, Xiaohao Chen
Learning Selfie-Friendly Abstraction from Artistic Style Images. CoRR (2018)
Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy S. J. Ren, Xiaogang Wang
Learning Monocular Depth by Distilling Cross-domain Stereo Networks. CoRR (2018)
Jiawei Zhang, Jinshan Pan, Jimmy S. J. Ren, Yibing Song, Linchao Bao, Rynson W. H. Lau, Ming-Hsuan Yang
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks. CVPR (2018)
Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy S. J. Ren, Hongsheng Li, Xiaogang Wang
3D Human Pose Estimation in the Wild by Adversarial Learning. CoRR (2018)
Zhouxia Wang, Tianshui Chen, Jimmy S. J. Ren, Weihao Yu, Hui Cheng, Liang Lin
Deep Reasoning with Knowledge Graph for Social Relationship Understanding. CoRR (2018)
Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy S. J. Ren, Ruichao Xiao, Jin Zeng, Liang Lin
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains. CVPR (2018)
Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy S. J. Ren
DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras. CoRR (2018)
Yicun Liu, Jimmy S. J. Ren, Jianbo Liu, Xiaohao Chen
Learning Selfie-Friendly Abstraction from Artistic Style Images. ACML (2018)
Yue Luo, Jimmy S. J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin
LSTM Pose Machines. CoRR (2017)
Jiahao Pang, Wenxiu Sun, Jimmy S. J. Ren, Chengxi Yang, Qiong Yan
Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching. CoRR (2017)
Jimmy S. J. Ren, Zhiyang Yu, Jianbo Liu, Rui Zhang, Wenxiu Sun, Jiahao Pang, Xiaohao Chen, Qiong Yan
Robust Tracking Using Region Proposal Networks. CoRR (2017)
Hui Yang, Jinshan Pan, Qiong Yan, Wenxiu Sun, Jimmy S. J. Ren, Yu-Wing Tai
Image Dehazing using Bilinear Composition Loss Function. CoRR (2017)
Jimmy S. J. Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu
Accurate Single Stage Detector Using Recurrent Rolling Convolution. CVPR (2017)
Jiahao Pang, Wenxiu Sun, Jimmy S. J. Ren, Chengxi Yang, Qiong Yan
Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching. ICCV Workshops (2017)
Jimmy S. J. Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu
Accurate Single Stage Detector Using Recurrent Rolling Convolution. CoRR (2017)
Jimmy S. J. Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan
Look, Listen and Learn - A Multimodal LSTM for Speaker Identification. AAAI (2016)
Jimmy S. J. Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan
Look, Listen and Learn - A Multimodal LSTM for Speaker Identification. CoRR (2016)
Libo Ivy Liu, Jimmy S. J. Ren, Long Song, Kristijan Mirkovski
A Mixed-Methods Approach to Disclose the Influence of Twofold Information Usefulness on Sales. HICSS (2015)
Jimmy S. J. Ren, Li Xu, Qiong Yan, Wenxiu Sun
Shepard Convolutional Neural Networks. NIPS (2015)
Yongtao Hu, Jimmy S. J. Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang
Deep Multimodal Speaker Naming. ACM Multimedia (2015)
Jimmy S. J. Ren, Li Xu
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. AAAI (2015)
Yongtao Hu, Jimmy S. J. Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang
Deep Multimodal Speaker Naming. CoRR (2015)
Li Xu, Jimmy S. J. Ren, Qiong Yan, Renjie Liao, Jiaya Jia
Deep Edge-Aware Filters. ICML (2015)
Jimmy S. J. Ren, Li Xu
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. CoRR (2015)
Wei Wang, Stephen Shaoyi Liao, Xin Li, Jimmy S. J. Ren
The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication. IEEE Trans. Intell. Transp. Syst. 15 (1) (2014)
Li Xu, Jimmy S. J. Ren, Ce Liu, Jiaya Jia
Deep Convolutional Neural Network for Image Deconvolution. NIPS (2014)
Jimmy S. J. Ren, Huizhong Ge, Xiaoyu Wu, Guan Wang, Wei Wang, Stephen Shaoyi Liao
Effective Sentiment Analysis of Corporate Financial Reports. ICIS (2013)
Jimmy S. J. Ren, Wei Wang, Stephen Shaoyi Liao
Optimal Control Theory in Intelligent Transportation Systems Research - A Review CoRR (2013)
Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao
Exploring The Contribution of Unlabeled Data in Financial Sentiment Analysis. CoRR (2013)
Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao
An Unsupervised Feature Learning Approach to Improve Automatic Incident Detection. CoRR (2013)
Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen S. Y. Liao
Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis. AAAI (2013)
Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao
An unsupervised feature learning approach to improve automatic incident detection. ITSC (2012)
Jiawei Wang, Jimmy S. J. Ren, Wei Wang, Xin Li, Qiudan Li, Stephen Shaoyi Liao
When Multivariate Forecasting Meets Unsupervised Feature Learning - Towards a Novel Anomaly Detection Framework for Decision Support. ICIS (2012)
Kaiquan Xu, Wei Wang, Jimmy S. J. Ren, Jin S. Y. Xu, Long Liu, Stephen Shaoyi Liao
Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses. Int. J. Intell. Inf. Technol. 7 (1) (2011)
Jimmy S. J. Ren, Wei Wang, Zhimin Hua, Kaiquan Xu, Stephen Shaoyi Liao
Optimal Refactoring Policy for Agile Information Systems Maintenance: A Control Theoretic Approach. ICIS (2011)
Kaiquan Xu, Jin S. Y. Xu, Long Liu, Jimmy S. J. Ren, Wei Wang, Stephen Shaoyi Liao, Yuxia Song
Predict Market Share with Users' Online Activities Data: An Initial Study on Market Share and Search Index of Mobile Phone. PACIS (2010)