Yes. Many mixed backyard flocks include bantams, large fowl, and their intermediate-sized progeny. This shows that size can change in just a generation, although a stable new variety takes more time and care to produce.
Choose the large parent to match the desired characteristics of the bantams breed you want to size up in as many ways as possible. That will bring in fewer unwanted characteristics to breed out later.