Yujun Cai

PhD student in Computer Vision

Nanyang Technological University

About

Welcome to Yujun’s homepage! I’m a final year PhD student in Interdisciplinary Graduate School at Nanyang Technological University, Singapore, under the supervision of Prof. Tat Jen Cham, Prof. Jianfei Cai, Prof. Junsong Yuan and Prof. Nadia Magnenat Thalmann.

My current research interest lies in vision-based human behavior analysis, particularly for human/hand pose using deep learning approaches.

[07/2020] One paper accepted to ECCV 2020
[05/2020] One paper accepted to TPAMI 2020
[03/2020] One paper accepted to CVPR 2020
[07/2019] One paper accepted to ICCV 2019

Interests

Deep Learning
Computer Vision
Pose Estimation

Education

PhD in Computer Vision, 2017 - present
Nanyang Technological University
BEng in Information Engineering, 2013 - 2017
Southeast University

Experience

Research Intern

Facebook Reality Lab

Aug 2020 – Dec 2020 Redmond, USA

Research Intern

Bytedance AI-Lab

Dec 2019 – Jul 2020 Mountain View, USA

Selected Publication

Learning progressive joint propagation for human motion prediction.

ECCV 2020

Yujun Cai, Lin Huang, Yiwei Wang et al.

3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images.

TPAMI 2020

Yujun Cai, Liuhao Ge, Jianfei Cai, Nadia Magnenat Thalmann, Junsong Yuan

PDF supplementary

DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers.

CVPR 2020 Oral

Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen

Exploiting Spatial-temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks.

ICCV 2019

Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, Nadia Magnenat Thalmann

PDF Code supplementary

Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images.

ECCV 2018 Oral

Yujun Cai, Liuhao Ge, Jianfei Cai, Junsong Yuan

Hand PointNet: 3D Hand Pose Estimation using Point Sets.

CVPR 2018 Spotlight

Liuhao Ge, Yujun Cai, Junwu Weng, Junsong Yuan