Special New Course Talk: Introduction to Human-Assisted Deep Learning

This talk provides an introduction to a sample of the breakthrough papers in deep learning that will be studied in the new Spring course 11-364, a hands-on, reading and research, independent study course. Deep learning is the most successful of the techniques that are being developed to deal with the enormous and rapidly growing amount of data.  Not only can deep learning process large amounts of data, it thrives on it.  This talk will present a brief history of deep learning and a brief summary of some of the recent successes: • Super-human performance reading street signs• Beating a top human player in the game of Go• Human parity recognizing conversational speech•& End-to-end training of state-of-the-art question answering in natural language• Substantial improvement in naturalness of speech synthesis• Approaching the…


Link to Full Article: Special New Course Talk: Introduction to Human-Assisted Deep Learning

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