siwei lyu image

Siwei Lyu, Ph.D. [CV] [Google Scholar] [DBLP]

Professor, Department of Computer Science
Director, Computer Vision and Machine Learning Lab
College of Engineering and Applied Sciences
University at Albany, State University of New York
Phone: (518) 437-4938
Email: slyu AT albany DOT edu
Office: UAB413, 1215 Western Avenue, Albany, NY12222


Datasets for Research Use

  1. Celeb-DF: A large-scale DeepFake evaluation dataset [Project Page].
  2. UA-DETRAC: A New Benchmark and Protocol for Multi-Object Tracking [Project Page].

Code for Research Use

  1. Average Top-k Loss [MATLAB code]
    Please use the following citation for this work
    @inproceedings{fan_nips17,
    Address = {Long Beach, CA},
    Author = {Yanbo Fan, Siwei Lyu, Yiming Ying and Baogang Hu},
    Booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    Month = {December},
    Title = {Learning with Average Top-k Loss},
    Year = 2017}}.

  2. Stochastic Online AUC Maximization [MATLAB code]
    Please use the following citation for this work
    @inproceedings{ying_etal_nips16,
    Address = {Barcelona, Spain},
    Author = {Yiming Ying and Longyin Wen and Siwei Lyu},
    Booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    Month = {December},
    Title = {Stochastic Online AUC Maximization},
    Year = 2016}}.

  3. Exposing Digital Forgeries with Local Noise Level Estimation [MATLAB code]
    Please use the following citation for this work
    @article{lyu_pan_zhang_ijcv13,
    Author = {Siwei Lyu and Xunyu Pan and Xing Zhang},
    Journal = {International Journal of Computer Vision},
    Month = {November},
    Number = {2},
    Pages = {202-221},
    Title = {Exposing Region Splicing Forgeries with Blind Local Noise Estimation},
    Volume = {110},
    Year = {2014}}.