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| A method and device for training classification models and data classification Patent
专利类型: 发明专利Invention,
Authors: Kafeng Wang; Chengzhong Xu ; Haoyi Xiong; Xingjian Li; Dejing Dou
  Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/29
Deep Learning Efficiency Neural Network Compression Dynamic Computing |
| A method and device for transfer learning Patent
专利类型: 发明专利Invention,
Authors: Xingjian Li; Hang Hua; Chengzhong Xu; Dejing Dou
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/29
Transfer Learning Fine-tuning Regularization Noise Stability Transformer |
| Boosting active learning via improving test performance Conference paper
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual, 2022-02-22
Authors: Tianyan Wang; Xingjian Li; Pengkun Yang; Guosheng Hu; Xiangrui Zeng; Siyu Huang; Cheng-Zhong Xu; Min Xu
 Adobe PDF | Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/22 |
| COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization Journal article
Neural Processing Letters, 2022
Authors: Li, Xingjian; Xiong, Haoyi; An, Haozhe; Xu, Chengzhong; Dou, Dejing
Favorite | | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/05
Deep Learning Neural Networks Soft Label |
| “In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation Journal article
ACM Transactions on Intelligent Systems and Technology, 2021,Volume: 12,Issue: 5,Page: 63:1-63:19
Authors: Xingjian Li; Haoyi Xiong; Zeyu Chen; Jun Huan; Cheng-Zhong Xu; Dejing Dou
Adobe PDF | Favorite | | TC[WOS]:1 TC[Scopus]:3 | Submit date：2022/08/22
Transfer Learning Knowledge Distillation Ensemble Learning |
| Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 16,Issue: 3,Page: 42:1-42:20
Authors: Xingjian Li; Haoyi Xiong; Zeyu Chen; Jun Huan; Ji Liu; Cheng-Zhong Xu; Dejing Dou
Adobe PDF | Favorite | | TC[WOS]:1 TC[Scopus]:0 | Submit date：2022/08/22
Trasfer Learning Framework Algorithms Knowledge Distillation |
| RIFLE: Backpropagation in depth for deep transfer learning through re-initializing the fully-connected layer Conference paper
37th International Conference on Machine Learning, ICML 2020
Authors: Li，Xingjian; Xiong，Haoyi; An，Haozhe; Xu，Chengzhong; Dou，Dejing
Favorite | | TC[WOS]:0 TC[Scopus]:3 | Submit date：2021/05/31 |
