arxivcs.CVcs.LG2026-07-17
Disentangling Model and Human Data Uncertainty in Apparent Facial Age Estimation
Andrei Foitos, Ivo Pascal de Jong, Matias Valdenegro-Toro
Estimating the apparent age of individuals from facial images is challenging due to the subjective nature of perception and the inherent variability of the data. We investigate the role of uncertainty estimation, attributing uncertainty jointly to a lack of knowledge (epistemic)…