Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training - Han, Junlin; Tong, Shengbang; Fan, David; Ren, Yufan; Sinha, Koustuv; Torr, Philip; Kokkinos, Filippos (International Conference on Learning Representations, 2026)