BiWM: Advancing Open-Source Interactive Video World Models with Bidirectional Autoregression

Shaohao Rui, Xiaofeng Mao, Zhanyu Zhang, Peijia Lin, Yansong Zhu, Yibo Zhang, Haibin Wan, Weijie Ma

Thursday at 04:00

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arXiv:2606.10135v2 Announce Type: replace-cross Abstract: Transitioning bidirectional video diffusion models into an autoregressive paradigm improves the interactivity of video world models, but existing causal pipelines need many stages (control fine-tuning, autoregressive training, causal initialization, few-step distillation) and still trail...

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