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If you somewhat familiar with DL literature, you will see this paper, while having a very interesting angle, the underlying architecture is a standard, enc-dec network, with encoder being CNN and decoding being LSTM. Such application, has been studied before:

https://arxiv.org/pdf/1609.04938.pdf

The above paper shows nice result that turns image to latex expression, and image to html.




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