Yuanhao Chen

陈远浩

Postdoctoral Researcher
Department of Statistics | University of California, Los Angeles


Contact Information
8145 Math Sciences Bldg.
University of California, Los Angeles
Los Angeles, CA 90095

Email: yhchen@stat.ucla.edu


Education

  • Ph.D.  University of Science and Technology of China, in Automation. Supervised by Dr. Hong-Jiang Zhang.
  • B.S.  University of Science and Technology of China, in Automation.  June 2003.

Experience

  • March 2005 - March 2009, research intern, at Web Search & Mining Group, Microsoft Research Asia, China.
  • July 2009 - Now, Postdoctoral Research, in the group of Prof. Alan L. Yuille. at CIVS Lab of UCLA.
Publications (Journal)
  • Yuanhao Chen, Long Zhu, Alan Yuille, Hongjiang Zhang .Unsupervised Learning of Probabilistic Object Models (POMs) for Object Classification, Segmentation and Recognition using Knowledge Propagation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2009.
  • Long Zhu, Yuanhao Chen, Alan Yuille. Learning a Hierarchical Deformable Template for Rapid Deformable Object Parsing. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2009.
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  • Long Zhu, Yuanhao Chen, Alan Yuille. Unsupervised Learning of Probabilistic Grammar-Markov Models for Object Categories. IEEE Transactions on Pattern Analysis and Machine Intelligence. Mar 2008. [pdf]
  • Yuanhao Chen, Benyu Zhang, Hong-Jiang Zhang. Weighted Aggregation Based Clustering Algorithm for Blog Tag Taxonomy Construction. Journal of Chinese Computer System, 2008. (in Chinese) [pdf]
Publications (Conference)
  • Long Zhu, Yuanhao Chen, Antonio Torralba, William Freeman, Alan Yuille. Part and Appearance Sharing: Recursive Compositional Models for Multi-View Multi-Object Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, 2010.
  • Long Zhu, Yuanhao Chen, Alan Yuille, William Freeman. Latent Hierarchical Structural Learning for Object Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), San Francisco, 2010.
  • Long Zhu, Yuanhao Chen, Bill  Freeman, Antonio Torralba. Nonparametric Bayesian Texture Learning and Synthesis. Advanced on Neural Information Processing Systems (NIPS 2009), Vancouver, Canada, 2009.
  • Long Zhu, Yuanhao Chen, Yuan Lin, Alan Yuille. Recursive Segmentation and Recognition Templates for 2D Parsing. Advanced on Neural Information Processing Systems (NIPS 2008), Vancouver, Canada, 2008. [pdf]
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  • Long Zhu, Chenxi Lin, Haoda Huang, Yuanhao Chen, Alan Yuille. Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious Coincidence and Competitive Exclusion. 10th European Conference on Computer Vision (ECCV 2008), Marseille, France, 2008. [pdf] [preview]
  • Yuanhao Chen, Long Zhu, Alan Yuille, Hong-Jiang Zhang. Unsupervised Learning of Probabilistic Object Models for Object Classification, Segmentation and Recognition. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, Alaska, June, 2008. [pdf]
  • Long Zhu, Yuanhao Chen, Yifei Lu, Chenxi Lin, Alan Yuille. Max Margin AND/OR Graph Learning for Parsing the Human Body. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, Alaska, June, 2008. [pdf]
  • Long Zhu, Yuanhao Chen, Xingyao Ye, Alan Yuille. Structure-Perceptron Learning of a Hierarchical Log-Linear Model. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, Alaska, June, 2008. [pdf] [Result]
  • Yuanhao Chen, Long Zhu, Chenxi Lin, Alan Yuille, Hong-Jiang Zhang. Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing. Advanced on Neural Information Processing Systems (NIPS 2007), Vancouver, Canada, 2007. [pdf] [Slides]
  • Long Zhu, Yuanhao Chen, Alan Yuille. Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing. Advanced on Neural Information Processing Systems (NIPS 2006), Vancouver, Canada, 2006. [pdf]
  • Bin Wang, Yuanhao Chen, Zhiwei Li, Mingjing Li. Compact Representation for Large Scale Clustering and Similarity Search. 7th Pacific Rim Conference on Multimedia (PCM 2006), Hangzhou, China, 2006. [pdf]
  • Yuanhao Chen, Zhiwei Li, Mingjing Li, Wei-Ying Ma. Automatic Classification of Photographs and Graphics. IEEE Conference on IEEE International Conference on Multimedia and Expo (ICME 2006), Toronto, Canada, 2006. [pdf] 

Patents

  • Extracting Dominant Colors from Images using Classification Techniques was filed on September 21, 2006 and was given U.S. Serial No.11/533,953. Attorney Docket No.41826.8377 US00. MS Docket No. 317366.01.
  • Automatic Classification of Photographs and Graphics was filed on February 21, 2006. Attorney Docket No. 41826.8314 US00. MS Docket No. 316040.01.

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Last Updated: August 30th, 2008.