Multi-Loss Weighting with Coefficient of Variations

3 Sep 2020Rick GroenendijkSezer KaraogluTheo GeversThomas Mensink

Many interesting tasks in machine learning and computer vision are learned by optimising an objective function defined as a weighted linear combination of multiple losses. The final performance is sensitive to choosing the correct (relative) weights for these losses... (read more)

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