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CtrlCache: Accelerating Interactive Video World Models with Control-Aware Caching

Paper recorded by Signals 4 on 2026-10-06 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-06 on arXiv · recorded by Signals 4 on 2026-10-07

Category: cs.CV · 计算机视觉 · first seen 2026-10-07

Abstract

Interactive video world models need to generate each video chunk efficiently while responding faithfully to user controls. Many systems use chunk-wise autoregressive generation with few-step denoising, but each chunk still requires several costly denoising iterations. Training-free caching can reduce this cost, yet existing policies make reuse decisions primarily from model-internal denoising dyna

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#338 most recent of 756 cs.CV papers we have recorded · ↑ newer: ALIVE: Interaction-Aligned Object Insertion for First-Frame-Guided Vid · ↓ older: Backend-Agnostic Sparse Attention for Fast High-Resolution Visual Gene
Cite this page: CtrlCache: Accelerating Interactive Video World Models with Control-Aware Caching: the #338 most recent of 756 cs.CV papers we have recorded (as of 2026-10-06). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/ctrlcache-accelerating-interactive-video-world-models-with-control-aware-caching.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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