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cs.CV2026
Streaming4D: Accelerate 4D World Models via Block-wise Video Generation and Incremental Reconstruction
Xiaoyan Liu, Jiaxin Liu, Kangrui Li +1
Current 4D generation paradigms are often bottlenecked by a sequential decoupling design: video is generated first, followed by 3D reconstruction, leading to high interaction laten…
cs.CV2025
Dream4D: Lifting Camera-Controlled I2V towards Spatiotemporally Consistent 4D Generation
Xiaoyan Liu, Kangrui Li, Jiaxin Liu +2
The synthesis of spatiotemporally coherent 4D content presents fundamental challenges in computer vision, requiring simultaneous modeling of high-fidelity spatial representations a…