Learning Compositional Sparse Bimodal Models.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2018)
摘要
Various perceptual domains have underlying compositional semantics that are rarely captured in current models. We suspect this is because directly learning the compositional structure has evaded these models. Yet, the compositional structure of a given domain can be grounded in a separate domain thereby simplifying its learning. To that end, we propose a new approach to modeling bimodal perceptual...
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关键词
Dictionaries,Encoding,Semantics,Poles and towers,Robot sensing systems,Visualization
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