An Tao Ph.D. Student, Tsinghua University Google Scholar • GitHub

About Me

I am a third year Ph.D. student in i-VisionGroup of the Department of Automation at Tsinghua University, advised by Prof. Jie Zhou and Prof. Jiwen Lu. Prior to joining Tsinghua, I got my B.Eng. from Southeast University.

My research focuses on computer vision and 3D.

News

[2020.12.18] Our SegGroup is on arXiv!

Selected Publications

SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao, Yueqi Duan, Yi Wei, Jiwen Lu, and Jie Zhou arXiv, 2020 [arXiv] [Code] By fully taking the advantages of locations, we design a weakly supervised point cloud segmentation algorithm that only requires clicking on one point per instance to indicate its location for annotation.

Label Enhancement for Label Distribution Learning Ning Xu, An Tao, and Xin Geng International Joint Conference on Artificial Intelligence (IJCAI), 2018 [PDF] [Slides] We propose a novel label enhancement algorithm called Graph Laplacian Label Enhancement (GLLE) to recover label distributions for Label Distribution Learning (LDL).

Label Embedding Based on Multi-Scale Locality Preservation Chenglun Peng, An Tao, and Xin Geng International Joint Conference on Artificial Intelligence (IJCAI), 2018 [PDF] [Slides] We propose a specially designed approach MSLP that achieves label embedding for Label Distribution Learning (LDL).

Education

Ph.D. Student, Department of Automation, Tsinghua University, China. 2019.8 - Present

B.Eng. Degree, School of Information Science and Engineering, Southeast University, China. 2015.8 - 2019.6

Honors

•   Outstanding Graduate of Southeast University, 2019
•   Merit Student of Southeast University, 2016, 2017 & 2018
•   President Scholarship of Southeast University, 2016
•   Mayor's Award of Beijing in Technical Innovation, 2015
•   First Prize in the Awarding Program for Future Scientists, 2014

Academic Services

•   Conference Reviewer: CVPR 2021/2022, ICCV 2021, ICME 2021

Miscellaneous Facts

I admire a famous quote from Zhang Zai: To set conscience for our world, to secure life and fortune for all people, to continue teachings of past sages, and to establish peace for all future generations.

For my hobbies, I play volleyball very well and have won several top prizes in Beijing and Southeast University. I started playing volleyball on the school team when I was 7. I love to study photography in my spare time, especially landscape photography. I can play the piano and have reached eighth amateur level. I enjoy exploring history, architecture, and Chinese philosophy. They all supply me spiritual nourishment.

Now I mainly focus on my research and work hard to publish more papers.

Contact

Email: ta19@mails.tsinghua.edu.cn Address: Room 624, Central Main building, Tsinghua University, Beijing