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Large receptive field and dense prediction are both important for achieving high accuracy in pixel labeling tasks such as semantic segmentation. These two properties, however, contradict with each other. A pooling layer (with stride 2) quadruples the receptive field size but reduces the number of predictions to 25%. Some existing methods lead to dense predictions using computations that are not...
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There exist a broad class of metaphorical utterances that, although widely reported, have received little detailed examination. These metaphors are not totally novel; instead, the vehicles contain novel extensions to familiar conceptual metaphors. That is, they (a) rest on a conceptual metaphor that is familiar to the understander but (b) transcend the list of mappings in the conceptual metapho...
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ژورنال
عنوان ژورنال: Michigan Mathematical Journal
سال: 1981
ISSN: 0026-2285
DOI: 10.1307/mmj/1029002462