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Bo Liu

EBU-1, Room 4604
9500 Gilman Drive
La Jolla, CA 92093-0409

boliu (at) ucsd (dot) edu

Bio:

I am currently a PhD student at Statistical Visual Computing Lab, Department of Electrical and Computer Engineering at University of California, San Diego (UCSD), under the supervision of Prof. Nuno Vasconcelos. I received my B.S. in Electronic Engineering from Tsinghua University, Beijing, China in June 2013.

Research:

My current research is focused on computer vision and machine learning. Specifically, I'm working on crowd counting, activity intensity in videos and transfer learning.

Publications:

Sparse Pose Trajectory Completion
Bo Liu, Mandar Dixit, Roland Kwitt, Gang Hua, Nuno Vasconcelos
preprint
[ arXiv | BibTeX | Code ]

SPOT: Selective Point Cloud Voting for Better Proposal in Point Cloud Object Detection
Hongyuan Du, Linjun Li, Bo Liu, Nuno Vasconcelos
European Conference on Computer Vision (ECCV)
Glasgow, United Kingdom, 2020
[ PDF | BibTeX | Code ]

Automated High-Frequency Observations of Physical Activity using Computer Vision
Jordan A. Carlson, Bo Liu, James F. Sallis, J. Aaron Hipp, Vincent S. Staggs, Jacqueline Kerr, Amy Papa, Kelsey Dean, and Nuno M. Vasconcelos
Medicine and Science in Sports and Exercise (MSSE)
Online ahead of print, 2020
[ PDF | BibTeX ]

Few-Shot Open-Set Recognition using Meta-Learning
Bo Liu, Hao Kang, Haoxiang Li, Gang Hua, Nuno Vasconcelos
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Seattle, Washington, United States, 2020
[ PDF | arXiv | BibTeX | Code ]

Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition
Chih-Hui Ho, Bo Liu, Tz-Ying Wu, Nuno Vasconcelos
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Seattle, Washington, United States, 2020
[ PDF | arXiv | BibTeX | Code | Supplement ]

Feature Space Transfer for Data Augmentation
Bo Liu, Xudong Wang, Mandar Dixit, Roland Kwitt, Nuno Vasconcelos
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Oral Presentation)
Salt Lake City, Utah, United States, 2018
[ PDF | arXiv | BibTeX | Code ]

Automated ecological assessment of physical activity: Advancing direct observation
Jordan A. Carlson, Bo Liu, James F. Sallis, Jacqueline Kerr, J.Aaron Hipp, Vincent S. Staggs, Amy Papa, Kelsey Dean, Nuno M. Vasconcelos
International Journal of Environmental Research and Public Health
Vol. 14, no. 12, pp. 1487, 2017
[ PDF ]

Bayesian Model Adaptation for Crowd Counts
Bo Liu, Nuno Vasconcelos
IEEE International Conference on Computer Vision (ICCV)
Santiago, Chile, 2015
[ PDF | PS | BibTeX | Code | Dataset | Supplement ]

Last update: September, 2016

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Bio:
I am currently a PhD student at Statistical Visual Computing Lab, Department of Electrical and Computer Engineering at University of California, San Diego (UCSD), under the supervision of Prof. Nuno Vasconcelos. I received my B.S. in Electronic Engineering from Tsinghua University, Beijing, China in June 2013.
Research:
My current research is focused on computer vision and machine learning. Specifically, I'm working on crowd counting, activity intensity in videos and transfer learning.
Publications:
Sparse Pose Trajectory Completion Bo Liu, Mandar Dixit, Roland Kwitt, Gang Hua, Nuno Vasconcelos preprint [ arXiv \| BibTeX \| Code ]
SPOT: Selective Point Cloud Voting for Better Proposal in Point Cloud Object Detection Hongyuan Du, Linjun Li, Bo Liu, Nuno Vasconcelos European Conference on Computer Vision (ECCV) Glasgow, United Kingdom, 2020 [ PDF \| BibTeX \| Code ]
Automated High-Frequency Observations of Physical Activity using Computer Vision Jordan A. Carlson, Bo Liu, James F. Sallis, J. Aaron Hipp, Vincent S. Staggs, Jacqueline Kerr, Amy Papa, Kelsey Dean, and Nuno M. Vasconcelos Medicine and Science in Sports and Exercise (MSSE) Online ahead of print, 2020 [ PDF \| BibTeX ]
Few-Shot Open-Set Recognition using Meta-Learning Bo Liu, Hao Kang, Haoxiang Li, Gang Hua, Nuno Vasconcelos IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Seattle, Washington, United States, 2020 [ PDF \| arXiv \| BibTeX \| Code ]
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition Chih-Hui Ho, Bo Liu, Tz-Ying Wu, Nuno Vasconcelos IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Seattle, Washington, United States, 2020 [ PDF \| arXiv \| BibTeX \| Code \| Supplement ]
Feature Space Transfer for Data Augmentation Bo Liu, Xudong Wang, Mandar Dixit, Roland Kwitt, Nuno Vasconcelos IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Oral Presentation) Salt Lake City, Utah, United States, 2018 [ PDF \| arXiv \| BibTeX \| Code ]
Automated ecological assessment of physical activity: Advancing direct observation Jordan A. Carlson, Bo Liu, James F. Sallis, Jacqueline Kerr, J.Aaron Hipp, Vincent S. Staggs, Amy Papa, Kelsey Dean, Nuno M. Vasconcelos International Journal of Environmental Research and Public Health Vol. 14, no. 12, pp. 1487, 2017 [ PDF ]
Bayesian Model Adaptation for Crowd Counts Bo Liu, Nuno Vasconcelos IEEE International Conference on Computer Vision (ICCV) Santiago, Chile, 2015 [ PDF \| PS \| BibTeX \| Code \| Dataset \| Supplement ]
Last update: September, 2016