Highlights
* denotes the corresponding author.
2024
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
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
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
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
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.
2025
Reserve to Adapt: Mining Inter-Class Relations for Open-Set Domain Adaptation.
Yujun Tong,
Dongliang Chang*,
Da Li,
Xinran Wang,
Kongming Liang,
Yi-Zhe Song,
and
Zhanyu Ma
IEEE Transactions on Image Processing, 2025.
2024
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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.