Bridging the Gap Between Knowledge and Data Driven
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1 Introduction Recent advances in computational hardware have made it possible to achieve state-of-the-art performance in various domains, by utilizing DNNs, ranging from image classification [21], playing board games [15], natural language processing [6] to speech recognition [8]. As a result, there is heightened interest, both academically and industrially, in DNNs with deep learning being listed at the top of Gartner hype cycle for emerging technologies [5]. This increased interest coupled w...
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1 Introduction Recent advances in computational hardware have made it possible to achieve state-of-the-art performance in various domains, by utilizing DNNs, ranging from image classification [21], playing board games [15], natural language processing [6] to speech recognition [8]. As a result, there is heightened interest, both academically and industrially, in DNNs with deep learning being listed at the top of Gartner hype cycle for emerging technologies [5]. This increased interest coupled w...