On invariance in hierarchical models

A goal of central importance in the study of hierarchical models for object recognition -- and indeed the visual cortex -- is that of understanding quantitatively the trade-off between invariance and selectivity, and how invariance and discrimination properties contribute towards providing an improv...

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Bibliographic Details
Main Authors: Bouvrie, Jacob Vincent (Contributor), Rosasco, Lorenzo Andrea (Contributor), Poggio, Tomaso A. (Contributor)
Other Authors: Massachusetts Institute of Technology. Center for Biological & Computational Learning (Contributor), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor), McGovern Institute for Brain Research at MIT (Contributor)
Format: Article
Language:English
Published: Neural Information Processing Systems Foundation, 2014-10-24T14:24:08Z.
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