Probabilistic Principles in Unsupervised Learning of Visual Structure: Human Data and a Model

To find out how the representations of structured visual objects depend on the co-occurrence statistics of their constituents, we exposed subjects to a set of composite images with tight control exerted over (1) the conditional probabilities of the constituent fragments, and (2) the value of Barlow...

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Bibliographic Details
Main Authors: Edelman, Shimon, Hiles, Benjamin P., YANG, Hwajin, Intrator, Nathan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2002
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Online Access:https://ink.library.smu.edu.sg/soss_research/789
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Institution: Singapore Management University
Language: English