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Constrained Semi-Supervised Learning using Attributes and Comparative Attributes
Abhinav Shrivastava , Antonio Torralba , Stefan Carlsson
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Oznake: computer science;computer vision;machine learning;semi-supervised learning
We consider the problem of semi-supervised bootstrap learning for scene categorization. Existing semi-supervised approaches are typically unreliable and face semantic drift because the learning task is under-constrained. This is primarily because they ignore the strong interactions that often exist ...
Leto: 2012 Vir: videolectures.net
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