SpriteStage: Long Horizon Animation Generation via Progressive Scene Programming and Replay

Key points

• Video generation models synthesize visual sequences from text and image inputs.1
• Extending video generation to long animations requires actions, dialogue, camera coverage, and narrative developments to remain coordinated across scenes.1
• Constructing an entire story before observing its execution can leave later scenes dependent on unrealized events.1
• Iterative enactment generates each scene from an accepted world checkpoint and narrative snapshot, executes it on a shared spatial stage, and uses runtime and visual feedback to revise the relevant actions or story beats.1

Sources (1)

• [1]SpriteStage: Long Horizon Animation Generation via Progressive Scene Programming and Replay
  arXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 17, 09:18 PM

  We present SpriteStage, a progressive scene programming framework that builds animation through iterative enactment and engine reorchestration.

  Video generation models synthesize visual sequences from text and image inputs.

Extractive summary: sentences quoted from the sources.