Jun-Yan Zhu's portrait

(Vincent)Tao HU

Fourth-year PhD

C3.249, Science Park 904, Amsterdam

Email: taohu620 at gmail dot com

 

Publication

 

Focused on introducing inductive bias into neural network to achieve data-efficiency.

I'm currently a fourth-year PhD in University of Amsterdam. I earned my Master's degree of Computer Science in Peking University, and my Bachelor degree from Wuhan University.




News:


[Dec. 2021] My mentee Martine Toering's Master Thesis won the ADS Thesis Awards.



Publications

(Full Publication), * equal contribution

Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting

Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu

WACV 2022

 

Paper|Code | Bibtex

 

PointMixup: Augmentation for Point Clouds

Yunlu Chen*, Vincent Tao Hu*,Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek

ECCV 2020,Spotlight

 

Paper|Code | Bibtex

 

Localizing the Common Action Among a Few Videos

Pengwan Yang*, Vincent Tao Hu*, Pascal Mettes, Cees G. M. Snoek

ECCV 2020

 

Paper| Code | Bibtex

 

SILCO: Show a Few Images, Localize the Common Object

Tao Hu, Pascal Mettes, Jia-Hong Huang, Cees G. M. Snoek

ICCV 2019

 

Project | Paper | Poster | Bibtex

 

Attention-based Multi-Context Guiding for Few-Shot Semantic Segmentation

Tao Hu, Pengwan Yang, Chiliang Zhang, Gang Yu, Yadong Mu, Cees G.M. Snoek

AAAI 2019,Spotlight

 

Paper | Supp | Poster | Bibtex

 



Academic Activities

Sicily Summer School 2019

Teaching Assistant for deep learning course(2019) with Efstratios Gavves in University of Amsterdam.

Reviewer for CVPR 20/21/22, ECCV20/22, ICLR22, NeurIPS22, BMVC, TMM, ACCV, etc.


Supervision

If you wish to do the Thesis Project with me, feel free to contact me.

Martine Toering(M.S.),2021=>Self-supervised Video Representation Learningwith Cross-Stream Prototypical Contrasting

Master Thesis(2021)

Martine Toering(B.A.),2019=>Video Classification from scratch

Bachelor Thesis(2019)

Paulien Rouwendaal(M.S.),2019=>Full and point supervised learning strategies for table cell detection

Master Thesis(2019)






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