Industrial Technology AdvancesKar-Han Tan, NCS. 5 Ang Mo Kio Street 62, Singapore, firstname.lastname@example.org , Boon Pang Lim, NovuMind. 5201 Great America Parkway, USA
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In this paper we look at recent advances in artificial intelligence. Decades in the making, a confluence of several factors in the past few years has culminated in a string of breakthroughs in many longstanding research challenges. A number of problems that were considered too challenging just a few years ago can now be solved convincingly by deep neural networks. Although deep learning appears to be reducing the algorithmic problem solving to a matter of data collection and labeling, we believe that many insights learned from ‘pre-Deep Learning’ works still apply and will be more valuable than ever in guiding the design of novel neural network architectures.