Medeiros, André, Renato M. Silva, Jurandy Almeida, and Tiago A. Almeida. " Adapting Synthetic Eyes: A Study of Pixel and Feature-Level UDA for Traffic Object Detection." Anais da XXXVIII Conference on Graphics, Patterns and Images, Salvador/BA, 2025. SBC, 2025, pp.331-336.