Will Table partitioning make re-initialization process fast

Size of publisher database is 1 TB so when we go for re-initialization of Transaction replication it takes a huge time to complete this activity.

So is there any way to make re-initialization of transaction replication process faster.

Will table partitioning of big tables will help to make re-initialize process fast.

I have SQL Server 2008 R2 Enterprise Edition SP2