Jimmy S. J. Ren

82 papers A* 23A 1B 3C 4Journal 40Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Diffusion-Based Framework for Occluded Object Movement. AAAI Zheng-Peng Duan, Jiawei Zhang, Siyu Liu, Zheng Lin, Chun-Le Guo, Dongqing Zou, Jimmy S. J. Ren, Chongyi Li
2025	J	`jnl`	A Diffusion-Based Framework for Occluded Object Movement. CoRR Zheng-Peng Duan, Jiawei Zhang, Siyu Liu, Zheng Lin, Chun-Le Guo, Dongqing Zou, Jimmy S. J. Ren, Chongyi Li
2025	J	`jnl`	DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models. CoRR Lingshun Kong, Jiawei Zhang, Dongqing Zou, Jimmy S. J. Ren, Xiaohe Wu, Jiangxin Dong, Jinshan Pan
2025	J	`jnl`	Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors. CoRR Jakub Kvapil, Giorgian Borca-Tasciuc, H. Bossi, K. Chen, Y. Chen, Yasser Corrales Morales, H. Da Costa, C. Da Silva, C. Dean, J. Durham, S. Fu, Cong Hao, P. Harris, O. Hen, H. Jheng, Y. Lee, P. Li, X. Li, Y. Lin, M. X. Liu, Vladimir Loncar, Jovan Mitrevski, Alejandro Olvera, Martin L. Purschke, Jimmy S. J. Ren, G. Roland, J. Schambach, Z. Shi, N. Tran, N. Wuerfel, B. Xu, D. Yu, H. Zhang
2024	A*	`conf`	Color4E: Event Demosaicing for Full-color Event Guided Image Deblurring. ACM Multimedia Yi Ma, Peiqi Duan, Yuchen Hong, Chu Zhou, Yu Zhang, Jimmy S. J. Ren, Boxin Shi
2024	J	`jnl`	Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring. Int. J. Comput. Vis. Liang Chen, Jiawei Zhang, Zhenhua Li, Yunxuan Wei, Faming Fang, Jimmy S. J. Ren, Jinshan Pan
2024	J	`jnl`	Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution. CoRR Jiahua Xiao, Jiawei Zhang, Dongqing Zou, Xiaodan Zhang, Jimmy S. J. Ren, Xing Wei
2023	J	`jnl`	Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring. CoRR Liang Chen, Jiawei Zhang, Zhenhua Li, Yunxuan Wei, Faming Fang, Jimmy S. J. Ren, Jinshan Pan
2023	B	`conf`	Joint Demosaicing and Denoising with Gradient Guidance in Quad Bayer CFA. ICIP Xun Wu, Yaqi Wu, Jiawei Zhang, Feng Zhang, Jimmy S. J. Ren
2022	J	`jnl`	Deep Dynamic Scene Deblurring From Optical Flow. IEEE Trans. Circuits Syst. Video Technol. Jiawei Zhang, Jinshan Pan, Daoye Wang, Shangchen Zhou, Xing Wei, Furong Zhao, Jianbo Liu, Jimmy S. J. Ren
2021	A*	`conf`	Efficient Deep Image Denoising via Class Specific Convolution. AAAI Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy S. J. Ren
2021	J	`jnl`	Efficient Deep Image Denoising via Class Specific Convolution. CoRR Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy S. J. Ren
2021	B	`conf`	Low-Dose CT Denoising Using A Structure-Preserving Kernel Prediction Network. ICIP Lu Xu, Yuwei Zhang, Ying Liu, Daoye Wang, Mu Zhou, Jimmy S. J. Ren, Jingwei Wei, Zhaoxiang Ye
2021	J	`jnl`	Physics-Based Generative Adversarial Models for Image Restoration and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. Jinshan Pan, Jiangxin Dong, Yang Liu, Jiawei Zhang, Jimmy S. J. Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang
2020	J	`jnl`	Cross-spectral stereo matching for facial disparity estimation in the dark. Comput. Vis. Image Underst. Songnan Lin, Jiawei Zhang, Jing Chen, Yongtian Wang, Yicun Liu, Jimmy S. J. Ren
2020	A*	`conf`	Image Formation Model Guided Deep Image Super-Resolution. AAAI Jinshan Pan, Yang Liu, Deqing Sun, Jimmy S. J. Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang
2020	J	`jnl`	Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric. CoRR Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy S. J. Ren, Chao Dong
2020	A*	`conf`	Learning Event-Based Motion Deblurring. CVPR Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy S. J. Ren, Jiancheng Lv, Yebin Liu
2020	—	`conf`	Learning Event-Driven Video Deblurring and Interpolation. ECCV (8) Songnan Lin, Jiawei Zhang, Jinshan Pan, Zhe Jiang, Dongqing Zou, Yongtian Wang, Jing Chen, Jimmy S. J. Ren
2020	A*	`conf`	Learning a Reinforced Agent for Flexible Exposure Bracketing Selection. CVPR Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy S. J. Ren
2020	J	`jnl`	Learning a Reinforced Agent for Flexible Exposure Bracketing Selection. CoRR Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy S. J. Ren
2020	—	`conf`	Learning to See in the Dark with Events. ECCV (18) Song Zhang, Yu Zhang, Zhe Jiang, Dongqing Zou, Jimmy S. J. Ren, Bin Zhou
2020	J	`jnl`	PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration. CoRR Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy S. J. Ren, Chao Dong
2020	A	`conf`	Very Power Efficient Neural Time-of-Flight. WACV Yan Chen, Jimmy S. J. Ren, Xuanye Cheng, Keyuan Qian, Luyang Wang, Jinwei Gu
2019	J	`jnl`	DAVANet: Stereo Deblurring with View Aggregation. CoRR Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy S. J. Ren
2019	A*	`conf`	Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning. ICCV Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy S. J. Ren, Rynson W. H. Lau
2019	J	`jnl`	Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning. CoRR Zhanghan Ke, Daoye Wang, Qiong Yan, Jimmy S. J. Ren, Rynson W. H. Lau
2019	—	`conf`	Generalizing Monocular 3D Human Pose Estimation in the Wild. ICCV Workshops Luyang Wang, Yan Chen, Zhenhua Guo, Keyuan Qian, Mude Lin, Hongsheng Li, Jimmy S. J. Ren
2019	J	`jnl`	Generalizing Monocular 3D Human Pose Estimation in the Wild. CoRR Luyang Wang, Yan Chen, Zhenhua Guo, Keyuan Qian, Mude Lin, Hongsheng Li, Jimmy S. J. Ren
2019	A*	`conf`	Learning Deep Priors for Image Dehazing. ICCV Yang Liu, Jinshan Pan, Jimmy S. J. Ren, Zhixun Su
2019	B	`conf`	Recovering Extremely Degraded Faces by Joint Super-Resolution and Facial Composite. ICTAI Xiu Li, Guichun Duan, Zhouxia Wang, Jimmy S. J. Ren, Yongbing Zhang, Jiawei Zhang, Kaixiang Song
2019	A*	`conf`	Spatially Variant Linear Representation Models for Joint Filtering. CVPR Jinshan Pan, Jiangxin Dong, Jimmy S. J. Ren, Liang Lin, Jinhui Tang, Ming-Hsuan Yang
2019	A*	`conf`	Spatio-Temporal Filter Adaptive Network for Video Deblurring. ICCV Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Wangmeng Zuo, Haozhe Xie, Jimmy S. J. Ren
2019	J	`jnl`	Spatio-Temporal Filter Adaptive Network for Video Deblurring. CoRR Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy S. J. Ren
2018	A*	`conf`	3D Human Pose Estimation in the Wild by Adversarial Learning. CVPR Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy S. J. Ren, Hongsheng Li, Xiaogang Wang
2018	J	`jnl`	3D Human Pose Estimation in the Wild by Adversarial Learning. CoRR Wei Yang, Wanli Ouyang, Xiaolong Wang, Jimmy S. J. Ren, Hongsheng Li, Xiaogang Wang
2018	—	`conf`	DSR: Direct Self-Rectification for Uncalibrated Dual-Lens Cameras. 3DV Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy S. J. Ren
2018	J	`jnl`	DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras. CoRR Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy S. J. Ren
2018	A*	`conf`	Deep Reasoning with Knowledge Graph for Social Relationship Understanding. IJCAI Zhouxia Wang, Tianshui Chen, Jimmy S. J. Ren, Weihao Yu, Hui Cheng, Liang Lin
2018	J	`jnl`	Deep Reasoning with Knowledge Graph for Social Relationship Understanding. CoRR Zhouxia Wang, Tianshui Chen, Jimmy S. J. Ren, Weihao Yu, Hui Cheng, Liang Lin
2018	A*	`conf`	Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks. CVPR Jiawei Zhang, Jinshan Pan, Jimmy S. J. Ren, Yibing Song, Linchao Bao, Rynson W. H. Lau, Ming-Hsuan Yang
2018	A*	`conf`	LSTM Pose Machines. CVPR Yue Luo, Jimmy S. J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin
2018	A*	`conf`	Learning Dual Convolutional Neural Networks for Low-Level Vision. CVPR 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
2018	J	`jnl`	Learning Dual Convolutional Neural Networks for Low-Level Vision. CoRR 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
2018	—	`conf`	Learning Monocular Depth by Distilling Cross-Domain Stereo Networks. ECCV (11) Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy S. J. Ren, Xiaogang Wang
2018	J	`jnl`	Learning Monocular Depth by Distilling Cross-domain Stereo Networks. CoRR Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy S. J. Ren, Xiaogang Wang
2018	C	`conf`	Learning Selfie-Friendly Abstraction from Artistic Style Images. ACML Yicun Liu, Jimmy S. J. Ren, Jianbo Liu, Xiaohao Chen
2018	J	`jnl`	Learning Selfie-Friendly Abstraction from Artistic Style Images. CoRR Yicun Liu, Jimmy S. J. Ren, Jianbo Liu, Jiawei Zhang, Xiaohao Chen
2018	J	`jnl`	Physics-Based Generative Adversarial Models for Image Restoration and Beyond. CoRR Jinshan Pan, Yang Liu, Jiangxin Dong, Jiawei Zhang, Jimmy S. J. Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang
2018	A*	`conf`	Single View Stereo Matching. CVPR Yue Luo, Jimmy S. J. Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin
2018	J	`jnl`	Single View Stereo Matching. CoRR Yue Luo, Jimmy S. J. Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin
2018	J	`jnl`	Very Power Efficient Neural Time-of-Flight. CoRR Yan Chen, Jimmy S. J. Ren, Xuanye Cheng, Keyuan Qian, Jinwei Gu
2018	A*	`conf`	Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains. CVPR Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy S. J. Ren, Ruichao Xiao, Jin Zeng, Liang Lin
2018	J	`jnl`	Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains. CoRR Jiahao Pang, Wenxiu Sun, Chengxi Yang, Jimmy S. J. Ren, Ruichao Xiao, Jin Zeng, Liang Lin
2017	A*	`conf`	Accurate Single Stage Detector Using Recurrent Rolling Convolution. CVPR Jimmy S. J. Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu
2017	J	`jnl`	Accurate Single Stage Detector Using Recurrent Rolling Convolution. CoRR Jimmy S. J. Ren, Xiaohao Chen, Jianbo Liu, Wenxiu Sun, Jiahao Pang, Qiong Yan, Yu-Wing Tai, Li Xu
2017	—	`conf`	Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching. ICCV Workshops Jiahao Pang, Wenxiu Sun, Jimmy S. J. Ren, Chengxi Yang, Qiong Yan
2017	J	`jnl`	Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching. CoRR Jiahao Pang, Wenxiu Sun, Jimmy S. J. Ren, Chengxi Yang, Qiong Yan
2017	J	`jnl`	Image Dehazing using Bilinear Composition Loss Function. CoRR Hui Yang, Jinshan Pan, Qiong Yan, Wenxiu Sun, Jimmy S. J. Ren, Yu-Wing Tai
2017	J	`jnl`	LSTM Pose Machines. CoRR Yue Luo, Jimmy S. J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin
2017	J	`jnl`	Robust Tracking Using Region Proposal Networks. CoRR Jimmy S. J. Ren, Zhiyang Yu, Jianbo Liu, Rui Zhang, Wenxiu Sun, Jiahao Pang, Xiaohao Chen, Qiong Yan
2016	A*	`conf`	Look, Listen and Learn - A Multimodal LSTM for Speaker Identification. AAAI Jimmy S. J. Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan
2016	J	`jnl`	Look, Listen and Learn - A Multimodal LSTM for Speaker Identification. CoRR Jimmy S. J. Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan
2015	—	`conf`	A Mixed-Methods Approach to Disclose the Influence of Twofold Information Usefulness on Sales. HICSS Libo Ivy Liu, Jimmy S. J. Ren, Long Song, Kristijan Mirkovski
2015	A*	`conf`	Deep Edge-Aware Filters. ICML Li Xu, Jimmy S. J. Ren, Qiong Yan, Renjie Liao, Jiaya Jia
2015	A*	`conf`	Deep Multimodal Speaker Naming. ACM Multimedia Yongtao Hu, Jimmy S. J. Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang
2015	J	`jnl`	Deep Multimodal Speaker Naming. CoRR Yongtao Hu, Jimmy S. J. Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang
2015	A*	`conf`	On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. AAAI Jimmy S. J. Ren, Li Xu
2015	J	`jnl`	On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. CoRR Jimmy S. J. Ren, Li Xu
2015	—	`conf`	Shepard Convolutional Neural Networks. NIPS Jimmy S. J. Ren, Li Xu, Qiong Yan, Wenxiu Sun
2014	—	`conf`	Deep Convolutional Neural Network for Image Deconvolution. NIPS Li Xu, Jimmy S. J. Ren, Ce Liu, Jiaya Jia
2014	J	`jnl`	The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication. IEEE Trans. Intell. Transp. Syst. Wei Wang, Stephen Shaoyi Liao, Xin Li, Jimmy S. J. Ren
2013	J	`jnl`	An Unsupervised Feature Learning Approach to Improve Automatic Incident Detection. CoRR Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao
2013	C	`conf`	Effective Sentiment Analysis of Corporate Financial Reports. ICIS Jimmy S. J. Ren, Huizhong Ge, Xiaoyu Wu, Guan Wang, Wei Wang, Stephen Shaoyi Liao
2013	J	`jnl`	Exploring The Contribution of Unlabeled Data in Financial Sentiment Analysis. CoRR Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao
2013	A*	`conf`	Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis. AAAI Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen S. Y. Liao
2013	J	`jnl`	Optimal Control Theory in Intelligent Transportation Systems Research - A Review CoRR Jimmy S. J. Ren, Wei Wang, Stephen Shaoyi Liao
2012	—	`conf`	An unsupervised feature learning approach to improve automatic incident detection. ITSC Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao
2012	C	`conf`	When Multivariate Forecasting Meets Unsupervised Feature Learning - Towards a Novel Anomaly Detection Framework for Decision Support. ICIS Jiawei Wang, Jimmy S. J. Ren, Wei Wang, Xin Li, Qiudan Li, Stephen Shaoyi Liao
2011	J	`jnl`	Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses. Int. J. Intell. Inf. Technol. Kaiquan Xu, Wei Wang, Jimmy S. J. Ren, Jin S. Y. Xu, Long Liu, Stephen Shaoyi Liao
2011	C	`conf`	Optimal Refactoring Policy for Agile Information Systems Maintenance: A Control Theoretic Approach. ICIS Jimmy S. J. Ren, Wei Wang, Zhimin Hua, Kaiquan Xu, Stephen Shaoyi Liao
2010	—	`conf`	Predict Market Share with Users' Online Activities Data: An Initial Study on Market Share and Search Index of Mobile Phone. PACIS Kaiquan Xu, Jin S. Y. Xu, Long Liu, Jimmy S. J. Ren, Wei Wang, Stephen Shaoyi Liao, Yuxia Song