With some glue, yes. In all honesty though, spend the 15 or 20 bucks and get some new grips so the diameter of the grip doesn't change. Unless you have huge hands that tape is going to stretch your hand out a good bit which could wind up being very uncomfortable
Highly recommend. Will be the best $11 you spend. Cut the grip to length and use a cup of water with a few drops of liquid dish soap. Use this mix to lube the inside of the grip and slide it on. Will not move and can be removed later by cutting them off if need be.
Do not use tape... It will become sticky at some point and get all over your hands/gloves. I bought them because the small diameter hurts my hands after a short while. With the larger grip diameter, my hands no longer hurt and these also absorb vibrations. Trust me, you will love them!