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A living collection of deep learning problems
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Solution2 for Im2Latex problem with higher BLEU score. #34

Open untrix opened 6 years ago

untrix commented 6 years ago

Thanks for putting up a list of interesting and useful problems. Am presenting a different solution to the Im2Latex problem and have achieved a BLEU score of 89% - the highest published so far. Model architecture is based on the Show, Attend and Tell paper but with significant changes in order to get to this performance level. The paper is uploaded to arXiv and a project website contains all ancillary material: datasets, visuals, results etc. (will upload tensorboard charts as well). ADAM optimizer is used to train the model. Source code is Tensorflow based and is open-sourced on github. All links are provided in this edit.

Best Regards, Sumeet Singh

untrix commented 6 years ago

Hello, anybody there?

untrix commented 6 years ago

Update: The solution has been independently verified by @dengbingfeng: please see issue #13 on our github project.

"thanks for your help. I already have a trained model snapshot, and get almost the same blue as your paper mentioned."

I suppose now there should be no doubt that this is a valid solution.