AI RESEARCH

Train Short, Inference Long: Training-free Horizon Extension for Autoregressive Video Generation

arXiv CS.CV

ArXi:2602.14027v3 Announce Type: replace Autoregressive video diffusion models have emerged as a scalable paradigm for long video generation. However, they often suffer from severe extrapolation failure, where rapid error accumulation leads to significant temporal degradation when extending beyond