An Tao


Ph.D. Student, Tsinghua University

Google Scholar | GitHub



About Me


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

My research focuses on 3D computer vision, mainly 3D scene understanding.




News


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Selected Publications


Dynamics-aware Adversarial Attack of Adaptive Neural Networks
An Tao, Yueqi Duan, Yingqi Wang, Jiwen Lu, and Jie Zhou
arXiv preprint
[arXiv] [Code] [Conference Version]
Most existing adversarial attack algorithms are designed under a basic assumption -- the network architecture is fixed throughout the attack process. However, this assumption does not hold for many recently proposed adaptive neural networks, which adaptively deactivate unnecessary execution units based on inputs to improve computational efficiency.
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation
An Tao, Yueqi Duan, Yi Wei, Jiwen Lu, and Jie Zhou
IEEE Transactions on Image Processing (TIP), 2022
[arXiv] [Code] [Zhihu] [FAQ]
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.

>> Full Publication List




Education


Ph.D. Degree, 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





Professional Activities


Conference Reviewer:




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.

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: Oct, 2022   —

Copyright © 2022 An Tao. All Rights Reserved.