Xintong Han

Xintong Han is a research scientist at Malong Technologies. He obtained his Ph.D. degree at the Department of Electrical and Computer Engineering of the University of Maryland, College Park under the supervision of Prof. Larry S. Davis.

Before that, he got his B.S. degree from Shanghai Jiao Tong University in China advised by Prof. Weiyao Lin.

  • Email: xintong@umd.edu

    • news

  • [Mar. 2019] One paper accepted to CVPR 2019.
  • [Jul. 2018] One paper accepted to ECCV 2018.
  • [Jun. 2018] Defended my dissertation!
  • [Feb. 2018] Three papers accepted to CVPR 2018.

    • publication

    Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning.
    Xun Wang, Xintong Han, Weilin Huang, Dengke Dong and Matthew R. Scott
    International Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [pdf][code]
    DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation.
    Zuxuan Wu, Xintong Han, Yen-Liang Lin, Mustafa Gkhan Uzunbas, Tom Goldstein, Ser Nam Lim, and Larry Davis
    European Conference on Computer Vision (ECCV), 2018. [pdf]
    VITON: An Image-based Virtual Try-on Network.
    Xintong Han, Zuxuan Wu, Zhe Wu, Ruichi Yu, and Larry Davis
    International Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Spotlight. [pdf] [code]

    [Note: the dataset used in this paper is no longer available due to copyright infringements.
    For those who have already downloaded the data, please do not use or distribute it.    ]

    Learning Rich Features for Image Manipulation Detection.
    Peng Zhou, Xintong Han, Vlad Morariu, and Larry Davis
    International Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [pdf][code]
    NISP: Pruning Networks Using Neuron Importance Score Propagation.
    Ruichi Yu, Ang Li, Chun-Fu Chen, Jui-Hsin Lai, Vlad Morariu, Xintong Han, Mingfei Gao, Ching-Yung Lin, and Larry Davis
    International Conference on Computer Vision and Pattern Recognition (CVPR), 2018. Spotlight. [pdf]
    Automatic Spatially-aware Fashion Concept Discovery.
    Xintong Han, Zuxuan Wu, Phoenix Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, and Larry Davis
    International Conference on Computer Vision (ICCV), 2017. [pdf] [dataset]
    Learning Fashion Compatibility with Bidirectional LSTMs.
    Xintong Han, Zuxuan Wu, Yu-Gang Jiang, and Larry Davis
    ACM Multimedia, 2017. Oral. [pdf] [dataset] [code]
    Two-Stream Neural Networks for Tampered Face Detection.
    Peng Zhou*, Xintong Han*, Vlad Morariu,, and Larry Davis (* equal contribution)
    International Conference on Computer Vision and Pattern Recognition, Workshop on Media Forensics (CVPRW), 2017. [pdf]
    Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation.
    Carlos Castillo, Soham De, Xintong Han, Bharat Singh, Abhay Kumar Yadav, and Tom Goldstein
    International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. Oral. [pdf]
    VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products
    Xintong Han*, Bharat Singh*, Vlad Morariu, and Larry Davis (* equal contribution)
    IEEE Transaction on Multimedia (TMM), 2017. [pdf]
    Presented at the WebVision workshop CVPR 2017 .
    Machine Learning-based Early Termination in Prediction Block Decomposition for VP9
    Xintong Han, Yunqing Wang, Yaowu Xu, and Jim Bankoski
    IS&T/SPIE Electronic Imaging, 2016. [pdf]
    Selecting Relevant Web Trained Concepts for Automated Event Retrieval
    Bharat Singh*, Xintong Han*, Zhe Wu, Vlad Morariu, and Larry Davis (* equal contribution)
    International Conference on Computer Vision (ICCV), 2015. [pdf]
    Tree-Based Visualization and Optimization for Image Collection
    Xintong Han, Chongyang Zhang, Weiyao Lin, Mingliang Xu, Bin Sheng, and Tao Mei
    IEEE Transactions on Cybernetics, 2015. [pdf]
    PSPGC: Part-Based Seeds for Parametric Graph-Cuts
    Bharat Singh, Xintong Han, Zhe Wu, and Larry Davis
    Asian Conference on Computer Vision (ACCV), 2014. [pdf]
    A New Local-Main-Gadient-Orientation HOG and Contour Differences based Algorithm for Classification
    Xiaoqiong Su, Weiyao Lin, Xiaozhen Zheng, Xintong Han, Hang Chu, and Xiaoyun Zhang
    IEEE International Symposium on Circuits and Systems (ISCAS), pp. 2892 - 2895, 2013.) [pdf]
    Periodic Motion Detection With ROI-based Similarity Measure and Extrema-based Reference-frame Selection
    Xintong Han, Gaojian Li, Weiyao Lin, Xiaoqiong Su, Hongxiang Li, Hui Wei
    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1-4, 2012.) [pdf]
    A Patch-based Framework for Detecting Abnormal Activities with a PTZ Camera
    Yisi Tao, Yuanzhe Chen, Weiyao Lin, Xintong Han, Hongxiang Li, and Zheng Lu
    IEEE Visual Communications and Image Processing (VCIP), pp. 1-6, 2012.) [pdf]