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深度生成模型综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 1, 页码: 40-74
Authors:  胡铭菲;  左信;  刘建伟
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深度生成式模型  受限玻尔兹曼机  变分自编码器  流模型  生成对抗网络  自回归分布估计  
Improving metric-based few-shot learning with dynamically scaled softmax loss 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 15
Authors:  Zhang, Yu;  Zuo, Xin;  Zheng, Xuxu;  Gao, Xiaoyong;  Wang, Bo;  Hu, Weiming
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Few-shot learning  Metric-based learning framework  Softmax loss improvement  
Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1716-1729
Authors:  Weiliang Zuo;  Jingmin Xin;  Changnong Liu;  Nanning Zheng;  Akira Sano
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Capon beamformer  direction-of-arrival (DOA) estimation  large-sample mean-squared-error (MSE)  subspace-based methods  uniform linear array  
Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction 会议论文
, Virtual Event, QLD, Australia, November 1–5, 2021
Authors:  Pengfei Cao;  Xinyu Zuo;  Yubo Chen;  Kang Liu;  Jun Zhao;  Wei Bi
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Towards Binarized MobileNet via Structured Sparsity 会议论文
, Hainan, China, 2021-12-26
Authors:  Zhenmeng, Zuo;  Zhexin, Li;  Peisong, Wang;  Weihan, Chen;  Jian, Cheng
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Extracting Events and Their Relations from Texts: A Survey on Recent Research Progress and Challenges 期刊论文
AI Open, 2020, 卷号: 1, 期号: 1, 页码: 22-39
Authors:  Kang Liu;  Yubo Chen;  Jian Liu;  Xinyu Zuo;  Jun Zhao
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Event extraction  Event relation extraction  Knowledge graph  
面向非结构化文本的事件关系抽取关键技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  左新宇
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自然语言处理  信息抽取  事件关系抽取  事件共指关系消解  事件因果关系识别  
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks 会议论文
, Bangkok, Thailand (Online), August 1-6, 2021
Authors:  Pengfei Cao;  Xinyu Zuo;  Yubo Chen;  Kang Liu;  Jun Zhao;  Yuguang Chen;  Weihua Peng
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Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement 会议论文
, Bangkok, Thailand (Online), August 1-6, 2021
Authors:  Xinyu Zuo;  Pengfei Cao;  Yubo Chen;  Kang Liu;  Jun Zhao;  Weihua Peng;  Yuguang Chen
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LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification 会议论文
, Bangkok, Thailand (Online), August 1-6, 2021
Authors:  Xinyu Zuo;  Pengfei Cao;  Yubo Chen;  Kang Liu;  Jun Zhao;  Weihua Peng;  Yuguang Chen
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