About a half-mile or so before the tunnel entrance, you can pull off the highway and scoot through town to the tunnel toll booths.
Ooops, scratch that. I was thinking of the Lincoln Tunnel.
For the Holland, I suggest you take the PATH trains from the Jersey side.