23 citations · 27 across the 7 of their papers we have counts for
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cs.CV2026
SPW-Nav: A Streaming Panoramic World Model for Language-Guided Navigation
Yunheng Liu, Ziqi Cai, Siqi Yang +7
Language-guided panoramic video generation benefits various downstream applications, such as interactive 3D scene exploration, virtual reality experiences, and embodied agent train…
cs.CV2026
MUGEN: Interactive Panoramic World Exploration via Camera Control
Jiaming Tan, Zhen Li, Shuwei Shi +6
Interactive panoramic video generation aims to synthesize immersive 360\textdegree{} videos that remain visually coherent while following user-specified camera trajectories during…
cs.CV2026
Video Generation Models Are Inherent Lighting Estimators
Ziqi Cai, Shuchen Weng, Kaiqi Liu +5
Recovering dynamic environment maps from a single in-the-wild video is crucial for photorealistic rendering, yet remains a challenge. Recent video generation models can produce pho…