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Deep Active Learning with Noise Stability Conference paper
Li, Xingjian, Yang, Pengkun, Gu, Yangcheng, Zhan, Xueying, Wang, Tianyang, Xu, Min, Xu, Chengzhong. Deep Active Learning with Noise Stability[C], 2024, 13655-13663.
Authors:  Li, Xingjian;  Yang, Pengkun;  Gu, Yangcheng;  Zhan, Xueying;  Wang, Tianyang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2024/05/16
Ml: Active Learning  Ml: Deep Learning Algorithms  
Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs Conference paper
Zhang, Zeren, Li, Xingjian, Hong, Tao, Wang, Tianyang, Ma, Jinwen, Xiong, Haoyi, Xu, Cheng Zhong. Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs[C], 2023, 293-308.
Authors:  Zhang, Zeren;  Li, Xingjian;  Hong, Tao;  Wang, Tianyang;  Ma, Jinwen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Generative Adversarial Networks  Transfer Learning  
Improving Bert Fine-Tuning via Stabilizing Cross-Layer Mutual Information Conference paper
Li, Jicun, Li, Xingjian, Wang, Tianyang, Wang, Shi, Cao, Yanan, Xu, Chengzhong, Dou, Dejing. Improving Bert Fine-Tuning via Stabilizing Cross-Layer Mutual Information[C]:Institute of Electrical and Electronics Engineers Inc., 2023.
Authors:  Li, Jicun;  Li, Xingjian;  Wang, Tianyang;  Wang, Shi;  Cao, Yanan; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/02/22
Fine-tuning Stability  Mutual Information  Pre-trained Language Model  
Boosting Active Learning via Improving Test Performance Conference paper
Wang, Tianyang, Li, Xingjian, Yang, Pengkun, Hu, Guosheng, Zeng, Xiangrui, Huang, Siyu, Xu, Cheng Zhong, Xu, Min. Boosting Active Learning via Improving Test Performance[C], 2022, 8566-8574.
Authors:  Wang, Tianyang;  Li, Xingjian;  Yang, Pengkun;  Hu, Guosheng;  Zeng, Xiangrui; et al.
Favorite | TC[WOS]:13 TC[Scopus]:16 | Submit date：2023/03/06