Articles with "empirical minimum" as a keyword



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Empirical Minimum Bayes Risk Prediction

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Published in 2017 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2016.2537807

Abstract: When building vision systems that predict structured objects such as image segmentations or human poses, a crucial concern is performance under task-specific evaluation measures (e.g., Jaccard Index or Average Precision). An ongoing research challenge is… read more here.

Keywords: empirical minimum; minimum bayes; risk prediction; performance ... See more keywords