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» MILIS: Multiple Instance Learning with Instance Selection
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CVPR
2012
IEEE
13 years 8 months ago
Batch mode Adaptive Multiple Instance Learning for computer vision tasks
Multiple Instance Learning (MIL) has been widely exploited in many computer vision tasks, such as image retrieval, object tracking and so on. To handle ambiguity of instance label...
Wen Li, Lixin Duan, Ivor Wai-Hung Tsang, Dong Xu
276
Voted
CVPR
2012
IEEE
13 years 8 months ago
Two-person interaction detection using body-pose features and multiple instance learning
Human activity recognition has potential to impact a wide range of applications from surveillance to human computer interfaces to content based video retrieval. Recently, the rapi...
Kiwon Yun, Jean Honorio, Debaleena Chattopadhyay, ...
160
Voted
ML
2010
ACM
170views Machine Learning» more  ML 2010»
15 years 17 days ago
Bayesian instance selection for the nearest neighbor rule
Sylvain Ferrandiz, Marc Boullé
125
Voted
ML
1998
ACM
119views Machine Learning» more  ML 1998»
15 years 5 months ago
A Note on Learning from Multiple-Instance Examples
Avrim Blum, Adam Kalai
ICML
2001
IEEE
16 years 6 months ago
Multiple-Instance Learning of Real-Valued Data
Robert A. Amar, Daniel R. Dooly, Sally A. Goldman,...