André Medeiros, Renato Silva, Jurandy Almeida, and Tiago Almeida. 2025. Adapting Synthetic Eyes: A Study of Pixel and Feature-Level UDA for Traffic Object Detection. In Anais da XXXVIII Conference on Graphics, Patterns and Images, setembro 30, 2025, Salvador/BA, Brasil. SBC, Porto Alegre, Brasil, 331-336.