Jimmy Ren

Best Publications

• Deep Convolutional Neural Network for Image Deconvolution

  Li Xu;Jimmy S Ren;Ce Liu;Jiaya Jia

  1036
  Citations

• Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching

  Jiahao Pang;Wenxiu Sun;Jimmy Sj. Ren;Chengxi Yang

  500
  Citations

• 3D Human Pose Estimation in the Wild by Adversarial Learning

  Wei Yang;Wanli Ouyang;Xiaolong Wang;Jimmy Ren

  422
  Citations

• Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks

  Jiawei Zhang;Jinshan Pan;Jimmy Ren;Yibing Song

  384
  Citations

• Accurate Single Stage Detector Using Recurrent Rolling Convolution

  Jimmy Ren;Xiaohao Chen;Jianbo Liu;Wenxiu Sun

  320
  Citations

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

  Zhanghan Ke;Daoye Wang;Qiong Yan;Jimmy Ren

  268
  Citations

• Learning Monocular Depth by Distilling Cross-Domain Stereo Networks

  Xiaoyang Guo;Hongsheng Li;Shuai Yi;Jimmy S. J. Ren

  227
  Citations

• Learning Dual Convolutional Neural Networks for Low-Level Vision

  Jinshan Pan;Sifei Liu;Deqing Sun;Jiawei Zhang

  211
  Citations

• Single View Stereo Matching

  Yue Luo;Jimmy Ren;Mude Lin;Jiahao Pang

  200
  Citations

• Spatio-Temporal Filter Adaptive Network for Video Deblurring

  Shangchen Zhou;Jiawei Zhang;Jinshan Pan;Wangmeng Zuo

  195
  Citations

• Deep Edge-Aware Filters

  Li Xu;Jimmy Ren;Qiong Yan;Renjie Liao

  192
  Citations

• Physics-Based Generative Adversarial Models for Image Restoration and Beyond

  Jinshan Pan;Jiangxin Dong;Yang Liu;Jiawei Zhang

  182
  Citations

• Shepard convolutional neural networks

  Jimmy Sj. Ren;Li Xu;Qiong Yan;Wenxiu Sun

  174
  Citations

• Deep Reasoning with Knowledge Graph for Social Relationship Understanding.

  Zhouxia Wang;Zhouxia Wang;Tianshui Chen;Jimmy S. J. Ren;Weihao Yu

  174
  Citations

• Learning Event-Based Motion Deblurring

  Zhe Jiang;Yu Zhang;Dongqing Zou;Jimmy Ren

  160
  Citations

• LSTM Pose Machines

  Yue Luo;Jimmy Ren;Zhouxia Wang;Wenxiu Sun

  157
  Citations

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

  Jinjin Gu;Haoming Cai;Haoyu Chen;Xiaoxing Ye

  145
  Citations

• Look, listen and learn — a multimodal LSTM for speaker identification

  Jimmy Ren;Yongtao Hu;Yu-Wing Tai;Chuan Wang

  122
  Citations

• Learning Event-Driven Video Deblurring and Interpolation

  Songnan Lin;Jiawei Zhang;Jinshan Pan;Zhe Jiang

  121
  Citations

• Learning Deep Priors for Image Dehazing

  Yang Liu;Jinshan Pan;Jimmy Ren;Zhixun Su

  119
  Citations