Your "Flamingo" is My "Bird": Fine-Grained, or Not.
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma*, Yi-Zhe Song, Jun Guo.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral (4.1%), 2021. [PDF]
[Code]
[Project Page]
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, Yi-Zhe Song.
IEEE Transactions on Image Processing, 2020. [PDF]
[Code]
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention.
Jiyang Xie, Zhanyu Ma*, Dongliang Chang, Guoqiang Zhang, Jun Guo.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.
[PDF]
[Code]
Your "Flamingo" is My "Bird": Fine-Grained, or Not.
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma*, Yi-Zhe Song, Jun Guo.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral (4.1%), 2021. [PDF]
[Code]
[Project Page]
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, Haibin Ling.
IEEE Transactions on Image Processing, 2021. [PDF]
[Code]
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*, Jun Guo.
European Conference on Computer Vision (ECCV), 2020. [PDF]
[Code]
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, Jun Guo.
IEEE Transactions on Image Processing, 2020. [PDF]
[Code]
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, Yi-Zhe Song.
IEEE Transactions on Image Processing, 2020. [PDF]
[Code]