pith. sign in

Each frame prompt must explicitly describe the following while strictly preserving all specifications from the original scene description: - Visual style and artistic direction

**Character Presence Rule:** If an established character is logically present in a scene, explicitly describe them in the frame even if the scene description focuses on an object o

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

1 Pith paper citing it
browse 1 citing papers

fields

cs.CV 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

A$^2$RD: Agentic Autoregressive Diffusion for Long Video Consistency

cs.CV · 2026-05-07 · unverdicted · novelty 6.0

A²RD uses an agentic autoregressive diffusion model with multimodal memory, adaptive segment generation, and hierarchical self-improvement to outperform baselines by up to 30% in consistency on long video benchmarks including a new LVBench-C.

citing papers explorer

Showing 1 of 1 citing paper.

  • A$^2$RD: Agentic Autoregressive Diffusion for Long Video Consistency cs.CV · 2026-05-07 · unverdicted · none · ref 181

    A²RD uses an agentic autoregressive diffusion model with multimodal memory, adaptive segment generation, and hierarchical self-improvement to outperform baselines by up to 30% in consistency on long video benchmarks including a new LVBench-C.