Highlights


2021

  1. arXiv
    Making a Bird AI Expert Work for You and Me.
    Dongliang Chang, Kaiyue Pang, Ruoyi Du, Zhanyu Ma*, Yi-Zhe Song, and Jun Guo

    arXiv preprint arXiv:2112.02747, 2021.

    PDF Code Leaderboard

2021

  1. CVPR
    Your "Flamingo" is My "Bird": Fine-Grained, or Not.
    Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma*, Yi-Zhe Song, and Jun Guo

    IEEE Conference on Computer Vision and Pattern Recognition, 2021.

    PDF Code Project Page

2020

  1. TIP
    The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification.
    Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma*, Ming Wu, Jun Guo, and Yi-Zhe Song

    IEEE Transactions on Image Processing, 2020.

    PDF Code

Selected Publications


2023

  1. AAAI
    Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification.
    Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li*, Zhanyu Ma, Jie Cao, Jun Guo, and Yi-Zhe Song

    Association for the Advancement of Artificial Intelligence, 2023.

    PDF Code

2022

  1. ACM MM
    Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction.
    Jingye Wang, Ruoyi Du, Dongliang Chang, Kongming Liang*, and Zhanyu Ma

    ACM International Conference on Multimedia, 2022.

    PDF Code

2021

  1. arXiv
    Making a Bird AI Expert Work for You and Me.
    Dongliang Chang, Kaiyue Pang, Ruoyi Du, Zhanyu Ma*, Yi-Zhe Song, and Jun Guo

    arXiv preprint arXiv:2112.02747, 2021.

    PDF Code Leaderboard

2021

  1. CVPR
    Your "Flamingo" is My "Bird": Fine-Grained, or Not.
    Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma*, Yi-Zhe Song, and Jun Guo

    IEEE Conference on Computer Vision and Pattern Recognition, 2021.

    PDF Code Project Page

2021

  1. TPAMI
    Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification.
    Ruoyi Du, Jiyang Xie, Zhanyu Ma*, Dongliang Chang, Yi-Zhe Song, and Jun Guo

    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.

    PDF Code

2021

  1. TPAMI
    GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention.
    Jiyang Xie, Zhanyu Ma*, Dongliang Chang, Guoqiang Zhang, and Jun Guo

    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.

    PDF Code

2021

  1. TIP
    AP-CNN: Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification.
    Yifeng Ding, Zhanyu Ma*, Shaoguo Wen, Jiyang Xie, Dongliang Chang, Zhongwei Si, Ming Wu, and Haibin Ling

    IEEE Transactions on Image Processing, 2021.

    PDF Code

2020

  1. ECCV
    Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches.
    Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma*, and Jun Guo

    European Conference on Computer Vision, 2020.

    PDF Code

2020

  1. TIP
    OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer.
    Xiaoxu Li, Dongliang Chang, Zhanyu Ma*, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, and Jun Guo

    IEEE Transactions on Image Processing, 2020.

    PDF Code

2020

  1. TIP
    The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification.
    Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma*, Ming Wu, Jun Guo, and Yi-Zhe Song

    IEEE Transactions on Image Processing, 2020.

    PDF Code
* denotes corresponding author.
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