AbstractWhat does human pose tell us about a scene? We propose task to answer this question: given as input, hallucinate compatible scene. Subtle cues captured by pose—action semantics, environment affordances, object interactions—provide surprising insight into which scenes are compatible. present large-scale generative adversarial network for pose-conditioned scene generation. significantly s...