An Tao


Ph.D. Student, Tsinghua University

Google ScholarGitHub



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





Academic Services





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

—   Last updated: Sep, 2021   —

Copyright © 2021 An Tao. All Rights Reserved.