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ORCIDJimmy S. J. Ren
Jimmy S. Ren – 任思捷
Person information
- unicode name: 任思捷
- affiliation: SenseTime Group Ltd., Hong Kong
- affiliation: City University of Hong Kong, Department of Information Systems
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2020 – today
- 2024
[j9]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): 428-445 (2024)- [j8]Daxin Gu, Jia Li, Lin Zhu, Yu Zhang, Jimmy S. Ren:
Reliable Event Generation With Invertible Conditional Normalizing Flow. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 927-943 (2024) - [c61]Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangcheng Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal:
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. CVPR Workshops 2024: 1136-1143 - [c60]Yixin Yang, Jinxiu Liang, Bohan Yu, Yan Chen, Jimmy S. Ren, Boxin Shi:
Latency Correction for Event-Guided Deblurring and Frame Interpolation. CVPR 2024: 24977-24986 - [i42]Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal:
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results. CoRR abs/2405.04867 (2024) - 2023
- [c59]Zhiyang Yu, Yu Zhang, Dongqing Zou, Xijun Chen, Jimmy S. Ren, Shunqing Ren:
Range-nullspace Video Frame Interpolation with Focalized Motion Estimation. CVPR 2023: 22159-22168 - [c58]Jinjin Gu, Jinan Zhou, Ringo Sai Wo Chu, Yan Chen, Jiawei Zhang, Xuanye Cheng, Song Zhang, Jimmy S. Ren:
Self-Supervised Intensity-Event Stereo Matching. Imaging Sensors and Systems 2023: 1-16 - [c57]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: 256-260 - [i41]Jiawei Zhang, Jinshan Pan, Daoye Wang, Shangchen Zhou, Xing Wei, Furong Zhao, Jianbo Liu, Jimmy S. Ren:
Deep Dynamic Scene Deblurring from Optical Flow. CoRR abs/2301.07329 (2023) - [i40]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 abs/2308.05543 (2023) - [i39]Xiangyu Chen, Zheyuan Li, Zhengwen Zhang, Jimmy S. Ren, Yihao Liu, Jingwen He, Yu Qiao, Jiantao Zhou, Chao Dong:
Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation. CoRR abs/2309.04084 (2023) - 2022
- [j7]Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang:
Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 3974-3987 (2022) - [j6]Jiangxin Dong, Jinshan Pan, Jimmy S. Ren, Liang Lin, Jinhui Tang, Ming-Hsuan Yang:
Learning Spatially Variant Linear Representation Models for Joint Filtering. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8355-8370 (2022) - [j5]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): 8250-8260 (2022) - [c56]Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Radu Timofte, Yuan Gong, Shanshan Lao, Shuwei Shi, Jiahao Wang, Sidi Yang, Tianhe Wu, Weihao Xia, Yujiu Yang, Mingdeng Cao, Cong Heng, Lingzhi Fu, Rongyu Zhang, Yusheng Zhang, Hao Wang, Hongjian Song, Jing Wang, Haotian Fan, Xiaoxia Hou, Ming Sun, Mading Li, Kai Zhao, Kun Yuan, Zishang Kong, Mingda Wu, Chuanchuan Zheng, Marcos V. Conde, Maxime Burchi, Longtao Feng, Tao Zhang, Yang Li, Jingwen Xu, Haiqiang Wang, Yiting Liao, Junlin Li, Kele Xu, Tao Sun, Yunsheng Xiong, Abhisek Keshari, Komal, Sadbhawana Thakur, Vinit Jakhetiya, Badri N. Subudhi, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari:
NTIRE 2022 Challenge on Perceptual Image Quality Assessment. CVPR Workshops 2022: 950-966 - [c55]Zhiyang Yu, Yu Zhang, Xujie Xiang, Dongqing Zou, Xijun Chen, Jimmy S. Ren:
Deep Bayesian Video Frame Interpolation. ECCV (15) 2022: 144-160 - [c54]Guocheng Qian, Yuanhao Wang, Jinjin Gu, Chao Dong, Wolfgang Heidrich, Bernard Ghanem, Jimmy S. Ren:
Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline. ICCP 2022: 1-12 - [i38]Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Radu Timofte:
NTIRE 2022 Challenge on Perceptual Image Quality Assessment. CoRR abs/2206.11695 (2022) - [i37]Jinjin Gu, Jinan Zhou, Ringo Sai Wo Chu, Yan Chen, Jiawei Zhang, Xuanye Cheng, Song Zhang, Jimmy S. Ren:
Self-Supervised Intensity-Event Stereo Matching. CoRR abs/2211.00509 (2022) - 2021
- [j4]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): 2449-2462 (2021) - [c53]Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy S. J. Ren:
Efficient Deep Image Denoising via Class Specific Convolution. AAAI 2021: 3039-3046 - [c52]Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte:
NTIRE 2021 Challenge on Perceptual Image Quality Assessment. CVPR Workshops 2021: 677-690 - [c51]Liang Chen, Jiawei Zhang, Songnan Lin, Faming Fang, Jimmy S. Ren:
Blind Deblurring for Saturated Images. CVPR 2021: 6308-6316 - [c50]Liang Chen, Jiawei Zhang, Jinshan Pan, Songnan Lin, Faming Fang, Jimmy S. Ren:
Learning a Non-Blind Deblurring Network for Night Blurry Images. CVPR 2021: 10542-10550 - [c49]Xiangyu Chen, Zhengwen Zhang, Jimmy S. Ren, Lynhoo Tian, Yu Qiao, Chao Dong:
A New Journey from SDRTV to HDRTV. ICCV 2021: 4480-4489 - [c48]Wei Shang, Dongwei Ren, Dongqing Zou, Jimmy S. Ren, Ping Luo, Wangmeng Zuo:
Bringing Events into Video Deblurring with Non-consecutively Blurry Frames. ICCV 2021: 4511-4520 - [c47]Zhiyang Yu, Yu Zhang, Deyuan Liu, Dongqing Zou, Xijun Chen, Yebin Liu, Jimmy S. Ren:
Training Weakly Supervised Video Frame Interpolation with Events. ICCV 2021: 14569-14578 - [c46]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: 1639-1643 - [i36]Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy S. J. Ren:
Efficient Deep Image Denoising via Class Specific Convolution. CoRR abs/2103.01624 (2021) - [i35]Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, Zirui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, José Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa:
NTIRE 2021 Challenge on Perceptual Image Quality Assessment. CoRR abs/2105.03072 (2021) - [i34]Lu Xu, Yuwei Zhang, Ying Liu, Daoye Wang, Mu Zhou, Jimmy S. Ren, Zhaoxiang Ye:
Low-Dose CT Denoising Using a Structure-Preserving Kernel Prediction Network. CoRR abs/2105.14758 (2021) - [i33]Xiangyu Chen, Zhengwen Zhang, Jimmy S. Ren, Lynhoo Tian, Yu Qiao, Chao Dong:
A New Journey from SDRTV to HDRTV. CoRR abs/2108.07978 (2021) - 2020
- [j3]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: 103046 (2020) - [c45]Songnan Lin, Jiawei Zhang, Jinshan Pan, Yicun Liu, Yongtian Wang, Jing S. J. Chen, Jimmy S. Ren:
Learning to Deblur Face Images via Sketch Synthesis. AAAI 2020: 11523-11530 - [c44]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: 11807-11814 - [c43]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: 1817-1825 - [c42]Yicun Liu, Jimmy S. Ren, Jiawei Zhang, Jianbo Liu, Mude Lin:
Visually Imbalanced Stereo Matching. CVPR 2020: 2026-2035 - [c41]Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy S. J. Ren, Jiancheng Lv, Yebin Liu:
Learning Event-Based Motion Deblurring. CVPR 2020: 3317-3326 - [c40]Jianbo Liu, Junjun He, Jiawei Zhang, Jimmy S. Ren, Hongsheng Li:
EfficientFCN: Holistically-Guided Decoding for Semantic Segmentation. ECCV (26) 2020: 1-17 - [c39]Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy S. Ren, Chao Dong:
PIPAL: A Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration. ECCV (11) 2020: 633-651 - [c38]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: 666-682 - [c37]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: 695-710 - [c36]Jianbo Liu, Junjun He, Yu Qiao, Jimmy S. Ren, Hongsheng Li:
Learning to Predict Context-Adaptive Convolution for Semantic Segmentation. ECCV (25) 2020: 769-786 - [c35]Yicun Liu, Jiawei Zhang, Ye Ma, Jimmy S. Ren:
Self-Guided Novel View Synthesis via Elastic Displacement Network. WACV 2020: 164-173 - [c34]Yan Chen, Jimmy S. J. Ren, Xuanye Cheng, Keyuan Qian, Luyang Wang, Jinwei Gu:
Very Power Efficient Neural Time-of-Flight. WACV 2020: 2246-2255 - [i32]Zhe Jiang, Yu Zhang, Dongqing Zou, Jimmy S. Ren, Jiancheng Lv, Yebin Liu:
Learning Event-Based Motion Deblurring. CoRR abs/2004.05794 (2020) - [i31]Jianbo Liu, Junjun He, Jimmy S. Ren, Yu Qiao, Hongsheng Li:
Learning to Predict Context-adaptive Convolution for Semantic Segmentation. CoRR abs/2004.08222 (2020) - [i30]Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, Jimmy S. J. Ren:
Learning a Reinforced Agent for Flexible Exposure Bracketing Selection. CoRR abs/2005.12536 (2020) - [i29]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 abs/2007.12142 (2020) - [i28]Jianbo Liu, Junjun He, Jiawei Zhang, Jimmy S. Ren, Hongsheng Li:
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation. CoRR abs/2008.10487 (2020) - [i27]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 abs/2011.15002 (2020)
2010 – 2019
- 2019
- [c33]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: 1702-1711 - [c32]Yu Zhang, Dongqing Zou, Jimmy S. Ren, Zhe Jiang, Xiaohao Chen:
Structure-Preserving Stereoscopic View Synthesis With Multi-Scale Adversarial Correlation Matching. CVPR 2019: 5860-5869 - [c31]Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy S. Ren:
DAVANet: Stereo Deblurring With View Aggregation. CVPR 2019: 10996-11005 - [c30]Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Wangmeng Zuo, Haozhe Xie, Jimmy S. J. Ren:
Spatio-Temporal Filter Adaptive Network for Video Deblurring. ICCV 2019: 2482-2491 - [c29]Yang Liu, Jinshan Pan, Jimmy S. J. Ren, Zhixun Su:
Learning Deep Priors for Image Dehazing. ICCV 2019: 2492-2500 - [c28]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: 6727-6735 - [c27]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: 4024-4033 - [c26]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: 524-530 - [i26]Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Haozhe Xie, Jinshan Pan, Jimmy S. J. Ren:
DAVANet: Stereo Deblurring with View Aggregation. CoRR abs/1904.05065 (2019) - [i25]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 abs/1904.05512 (2019) - [i24]Shangchen Zhou, Jiawei Zhang, Jinshan Pan, Haozhe Xie, Wangmeng Zuo, Jimmy S. J. Ren:
Spatio-Temporal Filter Adaptive Network for Video Deblurring. CoRR abs/1904.12257 (2019) - [i23]Guocheng Qian, Jinjin Gu, Jimmy S. Ren, Chao Dong, Furong Zhao, Juan Lin:
Trinity of Pixel Enhancement: a Joint Solution for Demosaicking, Denoising and Super-Resolution. CoRR abs/1905.02538 (2019) - [i22]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 abs/1909.01804 (2019) - 2018
- [c25]Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy S. J. Ren:
DSR: Direct Self-Rectification for Uncalibrated Dual-Lens Cameras. 3DV 2018: 561-569 - [c24]Yicun Liu, Jimmy S. J. Ren, Jianbo Liu, Xiaohao Chen:
Learning Selfie-Friendly Abstraction from Artistic Style Images. ACML 2018: 113-128 - [c23]Yue Luo, Jimmy S. J. Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin:
Single View Stereo Matching. CVPR 2018: 155-163 - [c22]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: 2070-2079 - [c21]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: 2521-2529 - [c20]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: 3070-3079 - [c19]Yue Luo, Jimmy S. J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin:
LSTM Pose Machines. CVPR 2018: 5207-5215 - [c18]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: 5255-5264 - [c17]Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy S. J. Ren, Xiaogang Wang:
Learning Monocular Depth by Distilling Cross-Domain Stereo Networks. ECCV (11) 2018: 506-523 - [c16]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: 1021-1028 - [i21]Yue Luo, Jimmy S. J. Ren, Mude Lin, Jiahao Pang, Wenxiu Sun, Hongsheng Li, Liang Lin:
Single View Stereo Matching. CoRR abs/1803.02612 (2018) - [i20]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 abs/1803.06641 (2018) - [i19]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 abs/1803.09722 (2018) - [i18]Yicun Liu, Jimmy S. J. Ren, Jianbo Liu, Jiawei Zhang, Xiaohao Chen:
Learning Selfie-Friendly Abstraction from Artistic Style Images. CoRR abs/1805.02085 (2018) - [i17]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 abs/1805.05020 (2018) - [i16]Zhouxia Wang, Tianshui Chen, Jimmy S. J. Ren, Weihao Yu, Hui Cheng, Liang Lin:
Deep Reasoning with Knowledge Graph for Social Relationship Understanding. CoRR abs/1807.00504 (2018) - [i15]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 abs/1808.00605 (2018) - [i14]Xiaoyang Guo, Hongsheng Li, Shuai Yi, Jimmy S. J. Ren, Xiaogang Wang:
Learning Monocular Depth by Distilling Cross-domain Stereo Networks. CoRR abs/1808.06586 (2018) - [i13]Ruichao Xiao, Wenxiu Sun, Jiahao Pang, Qiong Yan, Jimmy S. J. Ren:
DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras. CoRR abs/1809.09763 (2018) - [i12]Yan Chen, Jimmy S. J. Ren, Xuanye Cheng, Keyuan Qian, Jinwei Gu:
Very Power Efficient Neural Time-of-Flight. CoRR abs/1812.08125 (2018) - 2017
- [c15]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: 752-760 - [c14]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: 878-886 - [i11]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 abs/1704.05776 (2017) - [i10]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 abs/1705.10447 (2017) - [i9]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 abs/1708.09204 (2017) - [i8]Hui Yang, Jinshan Pan, Qiong Yan, Wenxiu Sun, Jimmy S. J. Ren, Yu-Wing Tai:
Image Dehazing using Bilinear Composition Loss Function. CoRR abs/1710.00279 (2017) - [i7]Yue Luo, Jimmy S. J. Ren, Zhouxia Wang, Wenxiu Sun, Jinshan Pan, Jianbo Liu, Jiahao Pang, Liang Lin:
LSTM Pose Machines. CoRR abs/1712.06316 (2017) - 2016
- [c13]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: 3581-3587 - [i6]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 abs/1602.04364 (2016) - 2015
- [c12]Jimmy S. J. Ren, Li Xu:
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. AAAI 2015: 1840-1846 - [c11]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: 3345-3353 - [c10]Li Xu, Jimmy S. J. Ren, Qiong Yan, Renjie Liao, Jiaya Jia:
Deep Edge-Aware Filters. ICML 2015: 1669-1678 - [c9]Yongtao Hu, Jimmy S. J. Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang:
Deep Multimodal Speaker Naming. ACM Multimedia 2015: 1107-1110 - [c8]Jimmy S. J. Ren, Li Xu, Qiong Yan, Wenxiu Sun:
Shepard Convolutional Neural Networks. NIPS 2015: 901-909 - [i5]Jimmy S. J. Ren, Li Xu:
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. CoRR abs/1501.07338 (2015) - [i4]Yongtao Hu, Jimmy S. J. Ren, Jingwen Dai, Chang Yuan, Li Xu, Wenping Wang:
Deep Multimodal Speaker Naming. CoRR abs/1507.04831 (2015) - 2014
- [j2]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): 345-354 (2014) - [c7]Li Xu, Jimmy S. J. Ren, Ce Liu, Jiaya Jia:
Deep Convolutional Neural Network for Image Deconvolution. NIPS 2014: 1790-1798 - 2013
- [c6]Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen S. Y. Liao:
Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis. AAAI 2013: 1149-1155 - [c5]Jimmy S. J. Ren, Huizhong Ge, Xiaoyu Wu, Guan Wang, Wei Wang, Stephen Shaoyi Liao:
Effective Sentiment Analysis of Corporate Financial Reports. ICIS 2013 - [i3]Jimmy S. J. Ren, Wei Wang, Stephen Shaoyi Liao:
Optimal Control Theory in Intelligent Transportation Systems Research - A Review. CoRR abs/1304.3778 (2013) - [i2]Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao:
Exploring The Contribution of Unlabeled Data in Financial Sentiment Analysis. CoRR abs/1308.0658 (2013) - [i1]Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao:
An Unsupervised Feature Learning Approach to Improve Automatic Incident Detection. CoRR abs/1310.7795 (2013) - 2012
- [c4]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 - [c3]Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao:
An unsupervised feature learning approach to improve automatic incident detection. ITSC 2012: 172-177 - 2011
- [j1]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): 1-14 (2011) - [c2]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 - 2010
- [c1]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: 30
Coauthor Index
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