[R] CoordConv coordinate regression test shows performance degradation when model contains downsampling

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  • coord_conv

    An evaluation of the approach from the CoordConv Uber paper.

  • I have created a repository where I do an alternative test for the regression task described in the Uber CoordConv paper. The results indicate that if the model has downsampling in it, CoordConv degrades performance. I assumed that the test as described in the blog post also had downsampling in it, but this is not the case. Unfortunately, this makes the test not very interesting, hence this alternative test.

  • CoordConv

  • Found relevant code at https://github.com/uber-research/coordconv + all code implementations here

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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