No, you generally cannot get enrolled into any college without a GED or high school diploma. Most colleges and universities require applicants to have either a high school diploma or a General Education Development (GED) certificate to demonstrate that they have met the minimum academic requirements for admission.
While most college require a diploma or the equivalent there are several options for potential students including taking classes at a community college.