Rethinking Hard-Parameter Sharing in Multi-Domain Learning

Lijun Zhang, Qizheng Yang, Xiao Liu +1

Hard parameter sharing in multi-domain learning (MDL) allows domains to share some of the model parameters to reduce storage cost while improving prediction accuracy. One common sh…