Deep Multiple Instance Learning with Spatial Attention for ROP Case Classification, Instance Selection and Abnormality Localization

2021 ◽  
Author(s):  
Xirong Li ◽  
Wencui Wan ◽  
Yang Zhou ◽  
Jianchun Zhao ◽  
Qijie Wei ◽  
...  
Keyword(s):  
Spatial Attention ◽  
Multiple Instance Learning ◽  
Instance Selection ◽  
Case Classification

Combining example selection with instance selection to speed up multiple-instance learning

2014 ◽  
Vol 129 ◽  
pp. 504-515 ◽  
Author(s):  
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Jiafeng Liu ◽  
Xianglong Tang
Keyword(s):  
Multiple Instance Learning ◽  
Instance Selection ◽  
Speed Up

scholarly journals Multiple-instance learning with instance selection via constructive covering algorithm

2014 ◽  
Vol 19 (3) ◽  
pp. 285-292 ◽  
Author(s):  
Yanping Zhang ◽  
Heng Zhang ◽  
Huazhen Wei ◽  
Jie Tang ◽  
Shu Zhao
Keyword(s):  
Multiple Instance Learning ◽  
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Robust multiple-instance learning ensembles using random subspace instance selection

2016 ◽  
Vol 58 ◽  
pp. 83-99 ◽  
Author(s):  
Marc-André Carbonneau ◽  
Eric Granger ◽  
Alexandre J. Raymond ◽  
Ghyslain Gagnon
Keyword(s):  
Multiple Instance Learning ◽  
Instance Selection ◽  
Random Subspace ◽  
Learning Ensembles
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