Check out this (awesome) talk: http://www.youtube.com/watch?v=ZmNOAtZIgIk
There are a number of areas in which unsupervised feature learning outperforms the hand-programmed models we have been fine-tuning for decades.
There are a number of areas in which unsupervised feature learning outperforms the hand-programmed models we have been fine-tuning for decades.
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