AI RESEARCH

Mirai: Autoregressive Visual Generation Needs Foresight

arXiv CS.CV

ArXi:2601.14671v2 Announce Type: replace Autoregressive (AR) visual generators model images as sequences of discrete tokens and are trained with a next-token likelihood objective. This strict causal supervision optimizes each step based only on the immediate next token, which can weaken global coherence and slow convergence. We investigate whether foresight