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» A Framework for Machine Learning with Ambiguous Objects
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CORR
2008
Springer
100views Education» more  CORR 2008»
13 years 4 months ago
MIML: A Framework for Learning with Ambiguous Objects
Zhi-Hua Zhou, Min-Ling Zhang, Sheng-Jun Huang, Yu-...
ICML
2003
IEEE
14 years 5 months ago
The Use of the Ambiguity Decomposition in Neural Network Ensemble Learning Methods
We analyze the formal grounding behind Negative Correlation (NC) Learning, an ensemble learning technique developed in the evolutionary computation literature. We show that by rem...
Gavin Brown, Jeremy L. Wyatt
BMVC
2000
13 years 5 months ago
Quantifying Ambiguities in Inferring Vector-Based 3D Models
This paper presents a framework for directly addressing issues arising from self-occlusions and ambiguities due to the lack of depth information in vector-based representations. V...
Eng-Jon Ong, Shaogang Gong
ICCV
2009
IEEE
14 years 9 months ago
Action Detection in Complex Scenes with Spatial and Temporal Ambiguities
In this paper, we investigate the detection of semantic human actions in complex scenes. Unlike conventional action recognition in well-controlled environments, action detection...
Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Y...