9 citations · 19 across the 8 of their papers we have counts for
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cs.CV2026
ConsistWorld: Evidence Routing for Consistent Multi-Agent World Models
Qianxun Xu, Xianfang Zeng, Xinyao Liao +3
Autoregressive video world models enable temporally coherent generation for a single observer. Extending them to multiple agents requires consistency across independently controlle…
cs.CV2026
Code World Model: Coding Agent as World Brain
Yiwen Chen, Guosheng Lin, Chi Zhang
World models aim to simulate how complex environments evolve under actions and events, yet existing video-based world models primarily learn dynamics from visual observations, whic…
cs.CV2026
FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining
Jinghong Lan, Wei Cheng, Yunuo Chen +10
Style-content dual-reference generation aims to synthesize an image that preserves the structure and semantics of a content reference while adopting the style of a separate style r…