Comment on Deep Learning From The Bottom UpComments−elliptic12yAnyone know of good papers relating to deep learning that are not from image classification or speech/text recognition?−ninjin12y"Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank" by Socher et al. (2013) is a personal favourite of mine.http://nlp.stanford.edu/~socherr/EMNLP2013_RNTN.pdf"Linguistic Regularities in Continuous Space Word Representations" by Mikolov et al. (2013) is also a nice read.http://research.microsoft.com/pubs/189726/rvecs.pdf−Estragon12y"Playing Atari with Deep Reinforcement Learning"http://www.cs.toronto.edu/~vmnih/docs/dqn.pdf
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Anyone know of good papers relating to deep learning that are not from image classification or speech/text recognition?
"Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank" by Socher et al. (2013) is a personal favourite of mine.
http://nlp.stanford.edu/~socherr/EMNLP2013_RNTN.pdf
"Linguistic Regularities in Continuous Space Word Representations" by Mikolov et al. (2013) is also a nice read.
http://research.microsoft.com/pubs/189726/rvecs.pdf
"Playing Atari with Deep Reinforcement Learning"
http://www.cs.toronto.edu/~vmnih/docs/dqn.pdf