Whenever you find a white block (such as the one in 1-3 that leads to the Whistle), stand on it and hold Down until you go through it. Then enter a pipe. In most cases, once on the other side, you'll be unable to be hurt by enemies for the remainder of the level (although sometimes also invisible).