The piece-wise accuracy is actually quite impressive, and could be used to stand in for any algorithm that uses piece-wise greedy matching, but the conostruction algorithm is not worth taking too hard a look at (as in don't please).
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Won 1st place in North America (Global Undergraduate Awards 2020) for achieving SOTA accuracies at piece-wise matching by learning CNN-produced latent representations with GBDTs
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