Sijie Zhu

PhD Student
Center for Research in Computer Vision (CRCV)
Department of Computer Science
University of Central Florida
Email: sizhu@Knights.ucf.edu
Google Scholar | Github

Sijie Zhu is now a PhD student of UCF with Prof. Chen Chen. He received his master's degree from University of Chinese Academy of Sciences, and bachelor's degree from University of Science and Technology of China. During summer 2021, he was a research intern in Adobe Research, working with Zhe Lin, Scott Cohen, Zhifei Zhang, Jason Kuen.

Research Interests

My research interests include

  • Metric Learning / Image Retrieval

  • Adaptive Network

Selected Publications

  1. VIGOR: Cross-View Image Geo-localization beyond One-to-one Retrieval
    Sijie Zhu, Taojiannan Yang, Chen Chen
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021   [Dataset and Code]   [Poster]

  2. A3D: Adaptive 3D Networks for Video Action Recognition
    Sijie Zhu, Taojiannan Yang, Matias Mendieta, Chen Chen
    arXiv:2011.12384

  3. GradAug: A New Regularization Method for Deep Neural Networks
    Taojiannan Yang, Sijie Zhu, Chen Chen
    Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020   [Poster]   [Code]

  4. Visual Explanation for Deep Metric Learning
    Sijie Zhu, Taojiannan Yang, Chen Chen
    IEEE Transactions on Image Processing (TIP), 2021   [Code]

  5. MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution
    Taojiannan Yang, Sijie Zhu, Chen Chen, Yan Shen, Mi Zhang, Andrew Willis
    European Conference on Computer Vision (ECCV), 2020 (Oral)   [Code]   [Video Presentation]

  6. Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation
    Sijie Zhu, Taojiannan Yang, Chen Chen
    Winter Conference on Applications of Computer Vision (WACV), 2021

  7. Density Map Guided Object Detection in Aerial Images
    Changlin Li, Taojiannan Yang, Sijie Zhu, Chen Chen, Shanyue Guan
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (EarthVision Workshop), 2020   [Code]

  8. Video Anomaly Detection for Smart Surveillance
    Sijie Zhu, Chen Chen, Waqas Sultani
    Book Chapter of Computer Vision: A Reference Guide, 2020   [Arxiv]

 Full list of publications