中国科学院计算技术研究所机构知识库

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限定条件	作者：Shan, Shiguang    第一作者

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	Hierarchical compositional representations for few-shot action recognition 期刊论文 COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, 卷号: 240, 页码: 11 作者:  Li, Changzhen;  Zhang, Jie;  Wu, Shuzhe;  Jin, Xin;  Shan, Shiguang 收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20 Action recognition  Few-shot learning  Hierarchical compositional representations  Body parts  EMD distance
	Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 8, 页码: 3458-3470 作者:  Lai, Nan;  Kan, Meina;  Han, Chunrui;  Song, Xingguang;  Shan, Shiguang 收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01 Task analysis  Adaptation models  Training  Predictive models  Feature extraction  Generators  Computational modeling  Few-shot learning  meta-learning  predict classifier weights  task-adaptive predictor
	Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning (vol 32, pg 3458, 2021) 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 8, 页码: 3784-3784 作者:  Lai, Nan;  Kan, Meina;  Han, Chunrui;  Song, Xingguang;  Shan, Shiguang 收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
	Learning deep face representation with long-tail data: An aggregate-and-disperse approach 期刊论文 PATTERN RECOGNITION LETTERS, 2020, 卷号: 133, 页码: 48-54 作者:  Ma, Yuhao;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：61/0  |  提交时间：2020/12/10 Face recognition  Deep representation learning  Long-tail distribution  Aggregate-and-disperse
	Adaptive Metric Learning For Zero-Shot Recognition 期刊论文 IEEE SIGNAL PROCESSING LETTERS, 2019, 卷号: 26, 期号: 9, 页码: 1270-1274 作者:  Jiang, Huajie;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：75/0  |  提交时间：2019/12/10 Zero-shot learning  visual-semantic embedding  adaptive metric learning
	Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 7, 页码: 1747-1760 作者:  Liang, Kongming;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：77/0  |  提交时间：2019/08/16 Attribute learning  zero-shot learning  image understanding