Human face perception reflects inverse-generative and naturalistic discriminative objectives

ArXi:2605.12619v1 Announce Type: cross The perceptual representations ing our ability to recognize faces remain a computational mystery. Deep neural networks offer mechanistic hypotheses for human face perception, but theoretically distinct models often make indistinguishable representational predictions for randomly sampled faces.