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中国科学院自动化研究所机构知识库
Knowledge Commons of Institute of Automation,CAS
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面向开放环境模式识别的小样本学习方法研究
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, 2022
Authors:
王瑞琪
Adobe PDF(6050Kb)
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View/Download:46/2
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Submit date:2022/06/15
小样本学习
广义小样本学习
特征自适应
数据增强
表示学习
Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 1-7
Authors:
Wang RQ(王瑞琪)
;
Zhang XY(张煦尧)
;
Liu CL(刘成林)
Adobe PDF(1403Kb)
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View/Download:22/1
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Submit date:2022/01/27
domain-agnostic few-shot recognition
image classification
meta-learning
prototypical learning
GSS: Graph-based subspace learning with shots initialization for few-shot recognition
会议论文
, 深圳, 2021年7月5-9日
Authors:
Wang RQ(王瑞琪)
;
Zhang XY(张煦尧)
;
Liu CL(刘成林)
Adobe PDF(2179Kb)
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View/Download:25/0
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Submit date:2022/04/07
Class forge: Boosting feature encoder for few-shot learning with synthesized classes
会议论文
, 深圳, 2021年7月5-9日
Authors:
Wang RQ(王瑞琪)
;
Zhang XY(张煦尧)
;
Liu CL(刘成林)
Adobe PDF(7818Kb)
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View/Download:18/0
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Submit date:2022/04/07