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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
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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
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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
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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
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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
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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
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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
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