Jianfeng Zhang

I am a third year PhD student in the department of Electrical and Computer Engineering at National University of Singapore. I am a member of Learning and Vision Lab, supervised by Prof. Jiashi Feng and Prof. Xinchao Wang. Before that, I obtained my bachelor degree from School of Mathematics and Statistics at Wuhan University. I also spent wonderful time at Meta Reality Labs, ByteDance and Sea AI Lab.

My research focuses on 3D Human Digitization, including virtual human character, photo-realistic rendering, human pose estimation and their related application. I am open to discussion or collaboration. Please drop me an email if you're interested.

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Recent News
  • [July 2022] One paper accepted to ECCV 2022
  • [March 2022] One paper accepted to CVPR 2022
  • [Septemer 2021] One paper accepted to NeurIPS 2021
  • [August 2021] One paper accepted to TIP
  • [March 2021] Two papers accepted to CVPR 2021.
  • [September 2020] One paper accepted to NeurIPS 2020
  • [July 2019] One paper accepted to ICCV 2019

Publications
AvatarGen: A 3D Generative Model for Animatable Human Avatars
Jianfeng Zhang*, Zihang Jiang*, Dingdong Yang, Hongyi Xu, Yichun Shi, Guoxian Song, Zhongcong Xu, Xinchao Wang, Jiashi Feng
Arxiv Preprint, 2022
arxiv / project page / code / bibtex

PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision
Kehong Gong*, Bingbing Li*, Jianfeng Zhang*, Tao Wang*, Jing Huang, Bi Mi, Jiashi Feng, Xinchao Wang
Computer Vision and Pattern Recognition (CVPR), 2022
Oral Presentation
arxiv / supp / video / project page / code / bibtex

Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering
Mingfei Chen, Jianfeng Zhang, Xiangyu Xu, Lijuan Liu, Yujun Cai, Jiashi Feng, Shuicheng Yan
European Conference on Computer Vision (ECCV), 2022
arxiv / project page / code

Direct Multi-view Multi-person 3D Pose Estimation
Jianfeng Zhang*, Tao Wang*, Yujun Cai, Shuicheng Yan, Jiashi Feng
Neural Information Processing Systems (NeurIPS), 2021
arxiv / supp / project page / code / bibtex

Spatial-Aware Texture Transformer for High-Fidelity Garment Transfer
Ting Liu, Jianfeng Zhang, Xuecheng Nie, Yunchao Wei, Shikui Wei, Yao Zhao, Jiashi Feng
IEEE Transactions on Image Processing (TIP), 2021
pdf / bibtex

PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation
Jianfeng Zhang*, Kehong Gong*, Jiashi Feng
Computer Vision and Pattern Recognition (CVPR), 2021
Oral Presentation, Best Paper Award Finalist
arxiv / supp / project page / code / bibtex

Body Meshes as Points
Jianfeng Zhang, Dongdong Yu, Jun Hao Liew, Xuecheng Nie, Jiashi Feng
Computer Vision and Pattern Recognition (CVPR), 2021
arxiv / supp / project page / code / bibtex

Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation
Jianfeng Zhang, Xuecheng Nie, Jiashi Feng
Neural Information Processing Systems (NeurIPS), 2020
arxiv / supp / bibtex

Single-stage Multi-person Pose Machines
Xuecheng Nie, Jianfeng Zhang, Shuicheng Yan, Jiashi Feng
International Conference on Computer Vision (ICCV), 2019
arxiv / code / bibtex

Developing a LSTM based Model for Predicting Water Table Depth
Jianfeng Zhang, Yan Zhu, Xiaoping Zhang, Ming Ye, Jinzhong Yang
Journal of Hydrology, 2018
pdf / code / bibtex

Projects


Deeplab V3+ in PyTorch


Deep Grabcut


Action Recognition Toolbox


Interactive Segmentation


© Jianfeng Zhang | Last updated: 12/2021