Use active learning based on uncertainty of ensemble predictions #31

jcohenadad · 2023-05-10T13:01:11Z

With ensemble/bagging #27, output uncertainty on the prediction for each slice (eg: compute pixelwise STD and average STD across slice), only keep predictions with high certainty, and re-train model with many more ground truths.

This was referenced May 12, 2023

Output uncertainty with ensemble/bagging #33

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Use active learning based on uncertainty to augment dataset #35

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Use active learning based on uncertainty of ensemble predictions #31

Use active learning based on uncertainty of ensemble predictions #31

jcohenadad commented May 10, 2023 •

edited

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Use active learning based on uncertainty of ensemble predictions #31

Use active learning based on uncertainty of ensemble predictions #31

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jcohenadad commented May 10, 2023 • edited Loading

jcohenadad commented May 10, 2023 •

edited

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