Junfeng Cheng

I have been a PhD student in Imperial College London since 2022, under the supervision of Dr Tania Stathaki.

My research interests encompass 3D vision, robotics, and generative models. Outside of scientific research, I am also passionate about musical composition. You can listen to my musical compositions on my NetEase Cloud Music channel.

news

Feb 26, 2024	One paper gets accepted to CVPR 2024!
Oct 27, 2023	I serve as a reviewer for NeurIPS 2023 Workshop: Self-Supervised Learning - Theory and Practice.
Sep 12, 2023	One paper gets accepted to BMVC 2023 (Oral)!
Jan 1, 2022	A Solo silver medal is awarded in Kaggle competition Sartorius - Cell Instance Segmentation!

Publications

CVPR

G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping

Junfeng Cheng, and Tania Stathaki

Computer Vision and Pattern Recognition, 2024

Bib PDF Code

@inproceedings{cheng2024gfars,
  title = {G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping},
  author = {Cheng, Junfeng and Stathaki, Tania},
  booktitle = {Computer Vision and Pattern Recognition},
  year = {2024}
}

BMVC
Oral

Score-PA: Score-based 3D Part Assembly

Junfeng Cheng, Mingdong Wu, Ruiyuan Zhang, and 3 more authors

British Machine Vision Conference, 2023

Bib PDF Code

@inproceedings{cheng2023score,
  oral = {Oral},
  title = {Score-PA: Score-based 3D Part Assembly},
  author = {Cheng, Junfeng and Wu, Mingdong and Zhang, Ruiyuan and Zhan, Guanqi and Wu, Chao and Dong, Hao},
  booktitle = {British Machine Vision Conference},
  year = {2023}
}