pith. sign in

Title resolution pending

** Logical & P hy si ca l C o n s i s t e n c y (0 -20 pts ) :** Check the video for v i o l a t i o n s of real world i n t u i t i o n, ph ys ic al laws

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
browse 1 citing papers

Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.

fields

cs.AI 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

Co-Director: Agentic Generative Video Storytelling

cs.AI · 2026-04-27 · unverdicted · novelty 7.0

Co-Director introduces a hierarchical multi-agent framework that treats video storytelling as global optimization, using multi-armed bandits for creative exploration and multimodal self-refinement to reduce semantic drift, outperforming baselines on a new 400-scenario advertising benchmark.

citing papers explorer

Showing 1 of 1 citing paper.

  • Co-Director: Agentic Generative Video Storytelling cs.AI · 2026-04-27 · unverdicted · none · ref 21

    Co-Director introduces a hierarchical multi-agent framework that treats video storytelling as global optimization, using multi-armed bandits for creative exploration and multimodal self-refinement to reduce semantic drift, outperforming baselines on a new 400-scenario advertising benchmark.