I think that the time you will spend setting up Maven for a small project
- bootstrapping the project
- tweaking plugin options if needed ( java source / target etc )
- adding dependencies
will be as small as or possibly smaller than setting up Ant for a small project.
Maven is especially simple when the projects are small and don't have special requirements, so your use case would fit it perfectly.