Infinite Continues:

At the Game Over screen, hold A and Down to avoid using continues, allowing you to keep your current count.

 

Invulnerability and Level Skip:

During gameplay, hold Up + A on Controller 1 and Up on Controller 2, then press B on Controller 1. Hold A and press Select to enable invulnerability, or hold B and press Select to skip to the next level.