Yes, you can skip the additional parameters by using strict=False in load_state_dict as shown here:
conv_bias = nn.Conv2d(3, 3, 3, 1, 1, bias=True)
conv_nobias = nn.Conv2d(3, 3, 3, 1, 1, bias=False)

conv_nobias.load_state_dict(conv_bias.state_dict(), strict=False)
> _IncompatibleKeys(missing_keys=[], unexpected_keys=['bias'])