Where to find state-of-the-art time series data deep learning approaches? Just like this (which stopped updating) that shows the newest deep learning methods utilized in image recognition, is there some similar lists/summaries (in blog posts/paper/competitions etc.) about newest deep learning methods used in time series analysis?
There is an archive of papers related to time series analysis at Arxiv Sanity Preserver which you may find useful. Among the many papers listed there are some which deal with deep learning approaches to time series.