publications

2023

1. ICCV

   AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts

   Tianlong Chen ,  Xuxi Chen ,  Xianzhi Du ,  Abdullah Rashwan ,  Fan Yang , and 3 more authors

   In IEEE/CVF International Conference on Computer Vision , 2023

   Bib

   @inproceedings{chen2023adamv,
     title = {AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts},
     author = {Chen, Tianlong and Chen, Xuxi and Du, Xianzhi and Rashwan, Abdullah and Yang, Fan and Chen, Huizhong and Wang, Zhangyang and Li, Yeqing},
     booktitle = {IEEE/CVF International Conference on Computer Vision},
     pages = {17346--17357},
     year = {2023}
   }

2022

1. ECCV

   A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation

   Wuyang Chen ,  Xianzhi Du ,  Fan Yang ,  Lucas Beyer ,  Xiaohua Zhai , and 6 more authors

   In 17th European Conference on Computer Vision , 2022

   Bib

   @inproceedings{DBLP:conf/eccv/ChenDYBZLCLSWZ22,
     author = {Chen, Wuyang and Du, Xianzhi and Yang, Fan and Beyer, Lucas and Zhai, Xiaohua and Lin, Tsung{-}Yi and Chen, Huizhong and Li, Jing and Song, Xiaodan and Wang, Zhangyang and Zhou, Denny},
     title = {A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation},
     booktitle = {17th European Conference on Computer Vision},
     pages = {711--727},
     publisher = {Springer},
     year = {2022}
   }

2021

1. CVPR

   CReST: A Class-Rebalancing Self-Training Framework For Imbalanced Semi-Supervised Learning

   Chen Wei ,  Kihyuk Sohn ,  Clayton Mellina ,  Alan Yuille ,  and  Fan Yang

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2021

   Bib

   @inproceedings{wei2021crest,
     title = {{CReST}: A Class-Rebalancing Self-Training Framework For Imbalanced Semi-Supervised Learning},
     author = {Wei, Chen and Sohn, Kihyuk and Mellina, Clayton and Yuille, Alan and Yang, Fan},
     booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {10857--10866},
     year = {2021}
   }

2019

1. ICME

   Adversarial Learning For Fine-Grained Image Search

   Kevin Lin ,  Fan Yang ,  Qiaosong Wang ,  and  Robinson Piramuthu

   In IEEE International Conference on Multimedia and Expo , 2019

   Bib

   @inproceedings{lin2019adversarial,
     title = {Adversarial Learning For Fine-Grained Image Search},
     author = {Lin, Kevin and Yang, Fan and Wang, Qiaosong and Piramuthu, Robinson},
     booktitle = {IEEE International Conference on Multimedia and Expo},
     pages = {490--495},
     year = {2019},
     organization = {IEEE}
   }

2018

1. WACV

   Towards The Success Rate Of One: Real-Time Unconstrained Salient Object Detection

   Mahyar Najibi ,  Fan Yang ,  Qiaosong Wang ,  and  Robinson Piramuthu

   In IEEE Winter Conference on Applications of Computer Vision , 2018

   Bib

   @inproceedings{najibi2018towards,
     title = {Towards The Success Rate Of One: Real-Time Unconstrained Salient Object Detection},
     author = {Najibi, Mahyar and Yang, Fan and Wang, Qiaosong and Piramuthu, Robinson},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision},
     pages = {1432--1441},
     year = {2018},
     organization = {IEEE}
   }

2. MM

   ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations

   Shuai Zheng ,  Fan Yang ,  M Hadi Kiapour ,  and  Robinson Piramuthu

   In ACM Multimedia Conference , 2018

   Bib

   @inproceedings{zheng2018modanet,
     title = {ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations},
     author = {Zheng, Shuai and Yang, Fan and Kiapour, M Hadi and Piramuthu, Robinson},
     booktitle = {ACM Multimedia Conference},
     pages = {1670--1678},
     year = {2018},
     organization = {ACM}
   }

2017

1. TPAMI

   Multi-Task Learning With Low Rank Attribute Embedding For Multi-Camera Person Re-Identification

   Chi Su ,  Fan Yang ,  Shiliang Zhang ,  Qi Tian ,  Larry S. Davis , and 1 more author

   IEEE transactions on pattern analysis and machine intelligence, 2017

   Bib

   @article{su2017multi,
     title = {Multi-Task Learning With Low Rank Attribute Embedding For Multi-Camera Person Re-Identification},
     author = {Su, Chi and Yang, Fan and Zhang, Shiliang and Tian, Qi and Davis, Larry S. and Gao, Wen},
     journal = {IEEE transactions on pattern analysis and machine intelligence},
     volume = {40},
     number = {5},
     pages = {1167--1181},
     year = {2017},
     publisher = {IEEE}
   }

2. KDD

   Visual Search at eBay

   Fan Yang ,  Ajinkya Kale ,  Yury Bubnov ,  Leon Stein ,  Qiaosong Wang , and 2 more authors

   In 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2017

   Bib

   @inproceedings{yang2017visual,
     title = {Visual Search at eBay},
     author = {Yang, Fan and Kale, Ajinkya and Bubnov, Yury and Stein, Leon and Wang, Qiaosong and Kiapour, Hadi and Piramuthu, Robinson},
     booktitle = {23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
     pages = {2101--2110},
     year = {2017}
   }

2016

1. CVPR

   Exploit All The Layers: Fast And Accurate Cnn Object Detector With Scale Dependent Pooling And Cascaded Rejection Classifiers

   Fan Yang ,  Wongun Choi ,  and  Yuanqing Lin

   In IEEE Conference on Computer Vision and Pattern Recognition , 2016

   Bib

   @inproceedings{yang2016exploit,
     title = {Exploit All The Layers: Fast And Accurate Cnn Object Detector With Scale Dependent Pooling And Cascaded Rejection Classifiers},
     author = {Yang, Fan and Choi, Wongun and Lin, Yuanqing},
     booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
     pages = {2129--2137},
     year = {2016}
   }

2. Leveraging Multiple Features for Image Retrieval and Matching

   Fan Yang

   Ph.D Thesis, University of Maryland, College Park , 2016

   Bib

   @phdthesis{yang2016leveraging,
     title = {Leveraging Multiple Features for Image Retrieval and Matching},
     author = {Yang, Fan},
     year = {2016},
     school = {Ph.D Thesis, University of Maryland, College Park}
   }

2015

1. WACV

   Feature Fusion by Similarity Regression for Logo Retrieval

   Fan Yang ,  and  Mayank Bansal

   In IEEE Winter Conference on Applications of Computer Vision , 2015

   Bib

   @inproceedings{yang2015feature,
     title = {Feature Fusion by Similarity Regression for Logo Retrieval},
     author = {Yang, Fan and Bansal, Mayank},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision},
     year = {2015},
     organization = {IEEE}
   }

2. WACV

   Re-ranking by Multi-feature Fusion with Diffusion for Image Retrieval

   Fan Yang ,  Bogdan Matei ,  and  Larry S. Davis

   In IEEE Winter Conference on Applications of Computer Vision , 2015

   Bib

   @inproceedings{yang2015re,
     title = {Re-ranking by Multi-feature Fusion with Diffusion for Image Retrieval},
     author = {Yang, Fan and Matei, Bogdan and Davis, Larry S.},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision},
     year = {2015},
     organization = {IEEE}
   }

3. CVPR

   Exploiting Local Features From Deep Networks For Image Retrieval

   Joe Yue-Hei Ng ,  Fan Yang ,  and  Larry S. Davis

   In IEEE Conference on Computer Vision and Pattern Recognition Workshops , 2015

   Bib

   @inproceedings{ng2015exploiting,
     title = {Exploiting Local Features From Deep Networks For Image Retrieval},
     author = {Ng, Joe Yue-Hei and Yang, Fan and Davis, Larry S.},
     booktitle = {IEEE Conference on Computer Vision and Pattern Recognition Workshops},
     pages = {53--61},
     year = {2015}
   }

4. ACCV

   Submodular Reranking With Multiple Feature Modalities For Image Retrieval

   Fan Yang ,  Zhuolin Jiang ,  and  Larry S. Davis

   In 12th Asian Conference on Computer Vision , 2015

   Bib

   @inproceedings{yang2015submodular,
     title = {Submodular Reranking With Multiple Feature Modalities For Image Retrieval},
     author = {Yang, Fan and Jiang, Zhuolin and Davis, Larry S.},
     booktitle = {12th Asian Conference on Computer Vision},
     pages = {19--34},
     year = {2015},
     organization = {Springer International Publishing}
   }

5. ICCV

   Multi-Task Learning With Low Rank Attribute Embedding For Person Re-Identification

   Chi Su ,  Fan Yang ,  Shiliang Zhang ,  Qi Tian ,  Larry S. Davis , and 1 more author

   In IEEE International Conference on Computer Vision , 2015

   Bib

   @inproceedings{su2015multi,
     title = {Multi-Task Learning With Low Rank Attribute Embedding For Person Re-Identification},
     author = {Su, Chi and Yang, Fan and Zhang, Shiliang and Tian, Qi and Davis, Larry S. and Gao, Wen},
     booktitle = {IEEE International Conference on Computer Vision},
     pages = {3739--3747},
     year = {2015}
   }

2014

1. TIP

   Robust Superpixel Tracking

   Fan Yang ,  Huchuan Lu ,  and  Ming-Hsuan Yang

   IEEE Transactions on Image Processing, 2014

   Bib

   @article{yang2014robust,
     title = {Robust Superpixel Tracking},
     author = {Yang, Fan and Lu, Huchuan and Yang, Ming-Hsuan},
     journal = {IEEE Transactions on Image Processing},
     volume = {23},
     number = {4},
     pages = {1639--1651},
     year = {2014},
     publisher = {IEEE}
   }

2. WACV

   Online Discriminative Dictionary Learning for Visual Tracking

   Fan Yang ,  Zhuolin Jiang ,  and  Larry S. Davis

   In IEEE Winter Conference on Applications of Computer Vision , 2014

   Bib

   @inproceedings{yang2014online,
     title = {Online Discriminative Dictionary Learning for Visual Tracking},
     author = {Yang, Fan and Jiang, Zhuolin and Davis, Larry S.},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision},
     pages = {854--861},
     year = {2014}
   }

2013

1. IVC

   Learning Structured Visual Dictionary For Object Tracking

   Fan Yang ,  Huchuan Lu ,  and  Ming-Hsuan Yang

   Image and Vision Computing, 2013

   Bib

   @article{yang2013learning,
     title = {Learning Structured Visual Dictionary For Object Tracking},
     author = {Yang, Fan and Lu, Huchuan and Yang, Ming-Hsuan},
     journal = {Image and Vision Computing},
     volume = {31},
     number = {12},
     pages = {992--999},
     year = {2013},
     publisher = {Elsevier}
   }

2. TCSVT

   Robust Visual Tracking Via Multiple Kernel Boosting With Affinity Constraints

   Fan Yang ,  Huchuan Lu ,  and  M Yang

   IEEE Transactions on Circuits and Systems for Video Technology, 2013

   Bib

   @article{yang2013robust,
     title = {Robust Visual Tracking Via Multiple Kernel Boosting With Affinity Constraints},
     author = {Yang, Fan and Lu, Huchuan and Yang, M},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     volume = {24},
     number = {2},
     pages = {242--254},
     year = {2013},
     publisher = {IEEE}
   }

2012

1. Visual Tracking Via Bag Of Features

   Fan Yang ,  Huchuan Lu ,  Wenling Zhang ,  and  Guang Yang

   Image Processing, IET, 2012

   Bib

   @article{yang2012visual,
     title = {Visual Tracking Via Bag Of Features},
     author = {Yang, Fan and Lu, Huchuan and Zhang, Wenling and Yang, Guang},
     journal = {Image Processing, IET},
     volume = {6},
     number = {2},
     pages = {115--128},
     year = {2012},
     publisher = {IET}
   }

2011

1. ACCV

   Human Tracking By Multiple Kernel Boosting With Locality Affinity Constraints

   Fan Yang ,  Huchuan Lu ,  and  Yen-Wei Chen

   10th Asian Conference on Computer Vision, 2011

   Bib

   @article{yang2011human,
     title = {Human Tracking By Multiple Kernel Boosting With Locality Affinity Constraints},
     author = {Yang, Fan and Lu, Huchuan and Chen, Yen-Wei},
     journal = {10th Asian Conference on Computer Vision},
     pages = {39--50},
     year = {2011},
     publisher = {Springer}
   }

2. ICCV

   Superpixel Tracking

   Shu Wang ,  Huchuan Lu ,  Fan Yang ,  and  Ming-Hsuan Yang

   In IEEE International Conference on Computer Vision , 2011

   Bib

   @inproceedings{wang2011superpixel,
     title = {Superpixel Tracking},
     author = {Wang, Shu and Lu, Huchuan and Yang, Fan and Yang, Ming-Hsuan},
     booktitle = {IEEE International Conference on Computer Vision},
     pages = {1323--1330},
     year = {2011},
     organization = {IEEE}
   }

2010

1. ICPR

   Bag of Features Tracking

   Fan Yang ,  Huchuan Lu ,  and  Yen-Wei Chen

   In 20th International Conference on Pattern Recognition , 2010

   Bib

   @inproceedings{yang2010bag,
     title = {Bag of Features Tracking},
     author = {Yang, Fan and Lu, Huchuan and Chen, Yen-Wei},
     booktitle = {20th International Conference on Pattern Recognition},
     pages = {153--156},
     year = {2010},
     organization = {IEEE}
   }

2. ICIP

   Robust tracking based on Boosted Color Soft Segmentation and ICA-R

   Fan Yang ,  Huchuan Lu ,  and  Yen-Wei Chen

   In 17th IEEE International Conference on Image Processing , 2010

   Bib

   @inproceedings{yang2010robust,
     title = {Robust tracking based on Boosted Color Soft Segmentation and ICA-R},
     author = {Yang, Fan and Lu, Huchuan and Chen, Yen-Wei},
     booktitle = { 17th IEEE International Conference on Image Processing},
     pages = {3917--3920},
     year = {2010},
     organization = {IEEE}
   }