My Portrait

Lu Sheng

Assoc. Prof. @ Beihang University
  lsheng [at] buaa.edu.cn

Short Bio

I am now an Associate Professor in the College of Software, Beihang University (BUAA), Beijing, China. Before joining BUAA in 2019, I was a postdoctoral researcher at the Multimedia Laboratory (MMLAB) at the Chinese University of Hong Kong (CUHK), under the supervision of Prof. Xiaogang Wang. My research interests include computer vision and image/video processing, especially deep learning driven 3D and low-level vision problems.

My name is 盛律 (How to pronounce it?) in Chinese characters, while my English name may also be rendered as Lü Sheng, Lv Sheng or Lyu Sheng.

I am looking for talented students for Master or Ph.D. degree, please drop me an email if you are interested.

Selected Publications [Full List]

Conference Papers

Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry Towards Monocular Deep SLAM

Lu Sheng*, Dan Xu*, Wanli Ouyang, Xiaogang Wang (*Equal contribution)

IEEE International Conference on Computer Vision (ICCV), 2019

Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization

Chufeng Tang, Lu Sheng, Zhao-xiang Zhang, Xiaolin Hu

IEEE International Conference on Computer Vision (ICCV), 2019

CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval

Zihao Wang, Xihui Liu, Hongsheng Li, Lu Sheng, Junjie Yan, Xiaogang Wang, Jing Shao

IEEE International Conference on Computer Vision (ICCV), 2019

Semantics Disentangling for Text-to-Image Generation

Guojun Yin, Bin Liu, Lu Sheng#, Nenghai Yu, Xiaogang Wang, Jing Shao (# corresponding author)

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral, 2019

Video Generation from Single Semantic Label Map

Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng#, Junjie Yan, Xiaogang Wang (# Corresponding author)

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration

Lu Sheng, Ziyi Lin, Jing Shao, Xiaogang Wang

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

Exploring Disentangled Feature Representation Beyond Face Identification

Yu Liu*, Fangyin Wei*, Jing Shao*, Lu Sheng, Junjie Yan, Xiaogang Wang (* equal contribution)

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

A Generative Model for Depth-based Robust 3D Facial Pose Tracking

Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

Journal Papers

Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking

Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019

Online Temporally Consistent Indoor Depth Video Enhancement via Static Structure

Lu Sheng, King Ngi Ngan, Chern-Loon Lim, Songnan Li

IEEE Transaction on Image Processing (TIP), 2015