Concept软参数共享
Soft Parameter Sharing
A parameter sharing paradigm in multi-task learning in which each task has its own independent network branch, and the parameters are constrained to remain close through regularization terms or cross-task attention. It offers high flexibility but incurs greater parameter and tuning costs.
Timeline (last 90 days)
Oct 22
Soft Parameter Sharing maintains an independent network branch for each task and constrains the branch parameters to be close via regularization terms or cross-task attention, offering greater flexibility but higher parameter and tuning costs.
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