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Yang Du
Department of Electrical and Computer Engineering,
University of California, San Diego
9500 Gilman Drive, Mail code 0409
La Jolla, CA 92093-0409

EBU 1, Room 4602

Email: yadu at u c s d . e d u
Phone: (858) 281-3879

Bio:

Now, I am a fourth-year Ph.D student as a visiting student supervised by Professor Nuno. Before this, I was studying in National Laboratory of Pattern Recognition(NLPR) from 2014-2017.

Research:

I do research in computer vision and machine learning. I was doing research in dynamic object detection and human action recognition in videos. Now, I am doing some research in GAN and few-shot learning.

Publications:

Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification
Yang Du, Chunfeng Yuan and Weiming Hu
European Conference on Computer Vision (ECCV)
Munich, Germany, 2018
[ project | ps | pdf | BibTex ]

Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map based Feature Extraction for Human Action Recognition
Yang Du, Chunfeng Yuan, Weiming Hu and Hao Yang
AAAI Conference on Artificial Intelligence (AAAI)
New Orleans, Louisiana, United States, 2018 (Oral)
[ project | ps | pdf | BibTex ]

Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos
Yang Du, Chunfeng Yuan, Weiming Hu, Bing Li and Stephen Maybank
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Honolulu, Hawaii, United States, 2017
[ project | ps | pdf | BibTex ]

Awards:

National Scholarship, Nov 2013

Last update: July, 2018

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Bio:
Now, I am a fourth-year Ph.D student as a visiting student supervised by Professor Nuno. Before this, I was studying in National Laboratory of Pattern Recognition(NLPR) from 2014-2017.
Research:
I do research in computer vision and machine learning. I was doing research in dynamic object detection and human action recognition in videos. Now, I am doing some research in GAN and few-shot learning.
Publications:
	Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification Yang Du, Chunfeng Yuan and Weiming Hu European Conference on Computer Vision (ECCV) Munich, Germany, 2018 [ project \| ps \| pdf \| BibTex ]
	Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map based Feature Extraction for Human Action Recognition Yang Du, Chunfeng Yuan, Weiming Hu and Hao Yang AAAI Conference on Artificial Intelligence (AAAI) New Orleans, Louisiana, United States, 2018 (Oral) [ project \| ps \| pdf \| BibTex ]
	Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos Yang Du, Chunfeng Yuan, Weiming Hu, Bing Li and Stephen Maybank IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Honolulu, Hawaii, United States, 2017 [ project \| ps \| pdf \| BibTex ]
Awards:
National Scholarship, Nov 2013
Last update: July, 2018