The key to short putts is commitment. Select your line, address the ball, then trust it. Missed putts happen when you do not trust your line.
Focus on your target, not the ball. For short putts, select a spot inside the hole. Then visualize your ball hitting that spot.
Try this and make more putts: Commit to holding your putting finish for three seconds without peeking. Instead, listen for the drop!