2026 Toward Ethical Facial Age Estimation: A Generalized Zero-Shot Benchmark Without Training on Children’s Data Caio Petrucci, Leo Sampaio Ferraz Ribeiro, and Sandra Avila 2026 2025 Neglected Risks: The Disturbing Reality of Children’s Images in Datasets and the Urgent Call for Accountability Carlos Caetano, Gabriel O dos Santos, Caio Petrucci, Artur Barros, Camila Laranjeira, Leo Sampaio Ferraz Ribeiro, and 3 more authors In Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025 DOI PDF 2024 Mastering Scene Understanding: Scene Graphs to the Rescue Carlos Caetano, Leo Sampaio Ferraz Ribeiro, Camila Laranjeira, Gabriel Oliveira Santos, Artur Barros, Caio Petrucci, and 5 more authors In 2024 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2024 DOI PDF