Jianfeng Zhang

I am a final 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.

I'm expected to graduate in 2023 and looking for a job now. Please feel free to reach out if you have potential job opportunities.

/ Google Scholar / GitHub / LinkedIn

Recent News

[February 2023] One paper accepted to CVPR 2023
[January 2023] PoseAug is accepted to TPAMI
[January 2023] One paper accepted to ICLR 2023
[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, 2023 arxiv / project page / code / bibtex
	OmniAvatar: Geometry-Guided Controllable 3D Head Synthesis Hongyi Xu, Guoxian Song, Zihang Jiang, Jianfeng Zhang, Yichun Shi, Jing Liu, Wanchun Ma, Jiashi Feng, Linjie Luo Computer Vision and Pattern Recognition (CVPR), 2023 arxiv / bibtex
	AgileGAN3D: Few-Shot 3D Portrait Stylization by Augmented Transfer Learning Guoxian Song, Hongyi Xu, Jing Liu, Tiancheng Zhi, Yichun Shi, Jianfeng Zhang, Zihang Jiang, Jiashi Feng, Shen Sang, Linjie Luo Arxiv Preprint, 2023 arxiv / bibtex
	Learning to Augment Poses for 3D Human Pose Estimation in Images and Videos Jianfeng Zhang, Kehong Gong, Xinchao Wang, Jiashi Feng IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 arxiv / bibtex
	PV3D: A 3D Generative Model for Portrait Video Generation Zhongcong Xu, Jianfeng Zhang*, Jun Hao Liew, Wenqing Zhang, Song Bai, Jiashi Feng, Zheng Shou International Conference on Learning Representations (ICLR)*, 2023 arxiv / project page / code
	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