Li Tao

DevTech Engineer
Nvidia Co., Ltd.
Shanghai, China

lit at nvidia.com
[GitHub] [Google Scholar]


I obtained Ph.D degree at the University of Tokyo under the supervision of Prof. Toshihiko Yamasaki at Aizawa-Yamasaki-Matsui Lab. My research interests are in computer vision, video understanding, self-supervised learning, and image processing.


News

[March 2022] I received "Department Special Award of the School of Information Science and Technology" for my doctoral thesis.
[Jan. 2022] One paper was accepted to TCSVT.
[Oct. 2021] One paper was accepted to TIP.
[July 2021] One paper was accepted to ACMMM 2021 Reproducibility Companion.
[Sept. 2020] One paper was available on arXiv in video self-supervised learning.
[July 2020] One paper was accepted to ACMMM 2020.


Selected Publications

An Improved Inter-intra Contrastive Learning Framework on Self-supervised Video Representation
Li Tao, Xueting Wang, Toshihiko Yamasaki
[Paper] [Bibtex]

Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning
Li Tao, Xueting Wang, Toshihiko Yamasaki
[Paper] [Code] [Bibtex]

Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework
Li Tao, Xueting Wang, Toshihiko Yamasaki
In ACMMM, 2020.
[Project] [Paper] [Code] [Bibtex]

Motion Representation Using Residual Frames with 3D CNN
Li Tao, Xueting Wang, Toshihiko Yamasaki
In ICIP, 2020.
[Paper] [Bibtex]

Rethinking Motion Representation: Residual Frames with 3D ConvNets for Better Action Recognition
Li Tao, Xueting Wang, Toshihiko Yamasaki
IEEE Transactions on Image Processing.
[Paper] [Bibtex]

Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning
Yiyan Chen, Li Tao, Xueting Wang, Toshihiko Yamasaki
In ACMMM Asia, 2019.
[Paper] [Bibtex]

LLCNN: A Convolutional Neural Network for Low-light Image Enhancement
Li Tao, Chuang Zhu, Guoqing Xiang, Yuan Li, Huizhu Jia, Xiaodong Xie
In VCIP, 2017.
[Paper] [Bibtex]

Low-light Image Enhancement Using CNN and Bright Channel Prior
Li Tao, Chuang Zhu, Jiawen Song, Tao Lu, Huizhu Jia, Xiaodong Xie
In ICIP, 2017.
[Paper] [Bibtex]
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