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多任务学习
2022-06-10 02:00:00 【构建的乐趣】
多任务学习:
Multi-Loss Weighting with Coefficient of Variations
这里,Multi-Loss Weighting with Coefficient of Variations文章是针对单任务训练的,而且WCCV似乎不太好,而且实验的表格比不过手调的权重。虽然思路很清晰,但我觉得可能没用。
其假设也非常奇葩,损失方差小,就不用训练了,那我的重要损失项要是一直高位稳定难道就不管了?
似乎Multi-Task Learning Using Uncertainty to Weigh
Losses for Scene Geometry and Semantics这篇文章也不行,似乎下图里说损失有负的情况
误查:

t-SNE分析权重
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