Highlights

* denotes the corresponding author.

2024

  1. DemoFusion: Democratising High-Resolution Image Generation With No $$$.
    Ruoyi Du, Dongliang Chang*, Timothy Hospedales, Yi-Zhe Song, and Zhanyu Ma

    IEEE Conference on Computer Vision and Pattern Recognition, 2024.

2023

  1. An Erudite Fine-Grained Visual Classification Model.
    Dongliang Chang, Yujun Tong, Ruoyi Du, Timothy Hospedales, Yi-Zhe Song, and Zhanyu Ma*

    IEEE Conference on Computer Vision and Pattern Recognition, 2023.

2023

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

    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.

2021

  1. 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.

2020

  1. 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.


Selected Publications

* denotes the corresponding author.

2024

  1. Channel-Spatial Support-Query Cross-Attention for Fine-Grained Few-Shot Image Classification.
    Shicheng Yang, Xiaoxu Li*, Dongliang Chang*, Zhanyu Ma, and Jing-Hao Xue

    ACM International Conference on Multimedia, 2024.

2024

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

    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

2024

  1. CreativeSeg: Semantic Segmentation of Creative Sketches.
    Yixiao Zheng, Kaiyue Pang, Ayan Das, Dongliang Chang, Yi-Zhe Song, and Zhanyu Ma*

    IEEE Transactions on Image Processing, 2024.

2024

  1. DemoFusion: Democratising High-Resolution Image Generation With No $$$.
    Ruoyi Du, Dongliang Chang*, Timothy Hospedales, Yi-Zhe Song, and Zhanyu Ma

    IEEE Conference on Computer Vision and Pattern Recognition, 2024.

2023

  1. Semi-Supervised Learning for FGVC with Out-of-Category Data.
    Ruoyi Du, Dongliang Chang, Zhanyu Ma, Kongming Liang*, Yi-Zhe Song, and Jun Guo

    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.

2023

  1. Multi-view Active Fine-grained Visual Recognition.
    Ruoyi Du, Wengqing Yu, Heqing Wang, Ting-En Lin, Dongliang Chang*, and Zhanyu Ma

    International Conference on Computer Vision, 2023.

2023

  1. On-the-fly Category Discovery.
    Ruoyi Du, Dongliang Chang, Kongming Liang*, Timothy Hospedales, Yi-Zhe Song, and Zhanyu Ma

    IEEE Conference on Computer Vision and Pattern Recognition, 2023.

2023

  1. An Erudite Fine-Grained Visual Classification Model.
    Dongliang Chang, Yujun Tong, Ruoyi Du, Timothy Hospedales, Yi-Zhe Song, and Zhanyu Ma*

    IEEE Conference on Computer Vision and Pattern Recognition, 2023.

2023

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

    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.

2023

  1. 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.

2022

  1. 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.

2021

  1. 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.

2021

  1. 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.

2021

  1. 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.

2021

  1. 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.

2020

  1. 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.

2020

  1. 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.

2020

  1. 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.

You can also find all my publications on [my Google Scholar profile].
© Copyright 2024 Dongliang Chang.