2 papers
cs.CV2026
MotionCraft: Latent World Modeling with Sparse Attention for Visual Upscaling
Rong Fu, Chunlei Meng, Yangchen Zeng +9
Video super-resolution (VSR) aims to recover high-fidelity high-resolution videos from low-resolution inputs and is central to applications ranging from mobile capture to streaming…
cs.CV2026
Director: Instance-aware Gaussian Splatting for Dynamic Scene Modeling and Understanding
Yuheng Jiang, Yiwen Cai, Zihao Wang +5
Volumetric video seeks to model dynamic scenes as temporally coherent 4D representations. While recent Gaussian-based approaches achieve impressive rendering fidelity, they primari…