Our ship stemmed on against the current.

The boat was going up the river.

We paddled in a canoe upstream from Turner's house toward the weir.

It doesn' t mean swimming upstream blindly, just because you want to revolt against authority.

Likewise, when they are going upstream, it takes additional horsepower and more tug to push the same amount of load that they would push in a normal river, a slack river.