AIBullisharXiv – CS AI · 6h ago6/10
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BiWM: Advancing Open-Source Interactive Video World Models with Bidirectional Autoregression
BiWM introduces the first open-source framework for bidirectional autoregressive video world models, reducing training complexity from four stages to two while maintaining generation quality. The framework supports multiple model architectures and enables real-world camera control with improved long-horizon rollouts through self-correcting error propagation.