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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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2001
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soss_research/444 https://ink.library.smu.edu.sg/context/soss_research/article/1443/viewcontent/YangHwajinNIPS2002Prob_AFV.pdf |
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| Institution: | Singapore Management University |
| Language: | English |