Designing Perceptual Puzzles by Differentiating Probabilistic Programs

Kartik Chandra, Tzu-Mao Li, Joshua Tenenbaum +1

We design new visual illusions by finding "adversarial examples" for principled models of human perception -- specifically, for probabilistic models, which treat vision as Bayesian…