Published in June 30, 2020
Recommended citation: Xiaoxu Li, Dongliang Chang, Zhanyu Ma\*, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, and Jun Guo. Deep InterBoost Networks for Small-sample Image Classification[J]. NEUROCOMPUTING, 2020.
Published in May 06, 2020
Recommended citation: Xiaoxu Li, Dongliang Chang, Zhanyu Ma\*, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, and Jun Guo. OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer[J]. IEEE Transactions on Image Processing, 2020, 29: 6482-6495.
Published in February 20, 2020
Recommended citation: Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma\*, Ming Wu, Jun Guo, and Yi-Zhe Song. The devil is in the channels: Mutual-channel loss for fine-grained image classification[J]. IEEE Transactions on Image Processing, 2020, 29: 4683-4695.
Published in February 21 , 2019
Recommended citation: Zhanyu Ma, Dongliang Chang, Jiyang Xie, Yifeng Ding, Shaoguo Wen, Xiaoxu Li\*, Zhongwei Si, and Jun Guo. Fine-grained vehicle classification with channel max pooling modified CNNs[J]. IEEE Transactions on Vehicular Technology, 2019, 68(4): 3224-3233.
Published in February 05 , 2019
Recommended citation: Xiaoxu Li, Dongliang Chang, Tao Tian, and Jie Cao. Large-margin regularized softmax cross-entropy loss[J]. IEEE Access, 2019, 7: 19572-19578.
Published in January 28, 2019
Recommended citation: Xiaoxu Li, Liyun Yu, Dongliang Chang, Zhanyu Ma\*, and Jie Cao. Dual cross-entropy loss for small-sample fine-grained vehicle classification[J]. IEEE Transactions on Vehicular Technology, 2019, 68(5): 4204-4212.
Published in July 06, 2018
Recommended citation: Luyao Liu, Yi Zhao, Dongliang Chang, Jiyang Xie, Zhanyu Ma\*, Qie Sun\*, Hongyi Yin\*, and Ronald Wennersten. Prediction of short-term PV power output and uncertainty analysis[J]. Applied energy, 2018, 228: 700-711.
Published:
Recommended citation: Zeyu Song, Dongliang Chang, Zhanyu Ma\*, Xiaoxu Li, and Zheng-Hua Tan. CC-Loss: Channel Correlation Loss for Image Classification[c]. International Conference on Pattern Recognition (ICPR), 2020.
Published:
Recommended citation: Junhui Yin, Siqing Zhang, Dongliang Chang, Zhanyu Ma\*, and Jun Guo. Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization[c]. International Conference on Pattern Recognition (ICPR), 2020.
Published:
Recommended citation: Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma\*, Jun Guo. Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches[c]. European Conference on Computer Vision (ECCV), 2020.
Published:
Recommended citation: Yixiao Zheng, Dongliang Chang, Jiyang Xie, and Zhanyu Ma\*. IU-Module: Intersection and Union Module for Fine-Grained Visual Classification[c]. IEEE International Conference on Multimedia and Expo (ICME), 2020.
Published:
Recommended citation: Xinran Wei, Dongliang Chang, Jiyang Xie, Yixiao Zheng, Chen Gong, Chuang Zhang, and Zhanyu Ma\*. FICAL: Focal Inter-Class Angular Loss for Image Classification[C]//2019 IEEE Visual Communications and Image Processing (VCIP). IEEE, 2019: 1-4.
Published:
Recommended citation: Xiaoxu Li, Liyun Yu, Dongliang Chang, Zhanyu Ma\*, and Jie Cao\*. Small-Sample Image Classification Method of Combining Prototype and Margin Learning[C]//2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 2019: 91-95.
Published:
Recommended citation: Xiaoxu Li, Jijie Wu, Dongliang Chang, Zhanyu Ma\*, and Jie Cao\*. Mixed Attention Mechanism for Small-Sample Fine-grained Image Classification[C]//2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 2019: 80-85.
Published:
Recommended citation: Jie Cao, Yinping Qiu, Dongliang Chang, Xiaoxu Li\*, and Zhanyu Ma\*. Dynamic Attention Loss for Small-Sample Image Classification[C]//2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 2019: 75-79.
Published:
Recommended citation: Lu Cheng, Dongliang Chang\*, Jiyang Xie, Rongliang Ma, Chunsheng Wu, and Zhanyu Ma. Channel Max Pooling for Image Classification[C]//International Conference on Intelligent Science and Big Data Engineering. Springer, Cham, 2019: 273-284.
Published:
Recommended citation: Jie Cao\*, Zhe Su, Liyun Yu, Dongliang Chang, Xiaoxu Li , and Zhanyu Ma. Softmax cross entropy loss with unbiased decision boundary for image classification[C]//2018 Chinese Automation Congress (CAC). IEEE, 2018: 2028-2032.
Published:
Recommended citation: Dongliang Chang, Xiaoxu Li\*, Jiyang Xie, Zhanyu Ma, Jun Guo, and Jie Cao. SSE: A New Selective Initialization Strategy for Snapshot Ensembling[C]//2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS). IEEE, 2018: 542-547.
* denotes corresponding author.