An Tao


Ph.D. Student, Tsinghua University

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About Me


I am a second 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]
In this paper, we discover that the locations of instances matter for 3D scene segmentation. 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. With over-segmentation for pre-processing, we extend these location annotations into segments as seg-level labels.
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: Apr, 2021   —

Copyright © 2021 An Tao. All Rights Reserved.