AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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GROME is introduced, a novel factorized memory framework that augments video world models for long-horizon coherence across both static scenes and dynamic entities and readily accommodates external observations as plug-and-play memory, unlocking flexible and controllable video continuation and scene exploration.
Autoregressive video generation relies on memory retrieval to model long-range dependencies. This capability becomes particularly critical for multi-shot generation, where models must reconcile substantial visual changes across shot transitions with persistent semantic continuity. Existing methods tend to perform memor...
Every valid trajectory can teach what physically happened, while the actor is deployed only under the condition associated with relatively better actions, in \method, a direct world-action policy that combines outcome-agnostic predictive learning with outcome-aware policy improvement.
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