2 papers
cs.CV2026
Large-Scale Dataset and Benchmark for Skin Tone Classification in the Wild
Vitor Pereira Matias, Márcus VinÃcius Lobo Costa, João Batista Neto +1
Deep learning models often inherit biases from their training data. While fairness across gender and ethnicity is well-studied, fine-grained skin tone analysis remains a challenge…
cs.CV2025
Transformed Multi-view 3D Shape Features with Contrastive Learning
Márcus VinÃcius Lobo Costa, Sherlon Almeida da Silva, Bárbara Caroline Benato +2
This paper addresses the challenges in representation learning of 3D shape features by investigating state-of-the-art backbones paired with both contrastive supervised and self-sup…