VISION - Evaluating Scenario Suitableness for DNN Models by Mirror Synthesis

APSEC, pp. 78-85, 2019.

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Abstract:

Software systems assisted with deep neural networks (DNNs) are gaining increasing popularities. However, one outstanding problem is to judge whether a given application scenario suits a DNN model, whose answer highly affects its concerned systemu0027s performance. Existing work indirectly addressed this problem by seeking for higher test ...More

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