3 papers
cs.CV2026
HumANDiff: Articulated Noise Diffusion for Motion-Consistent Human Video Generation
Tao Hu, Varun Jampani
Despite tremendous recent progress in human video generation, generative video diffusion models still struggle to capture the dynamics and physics of human motions faithfully. In t…
cs.CV2025
EX-4D: EXtreme Viewpoint 4D Video Synthesis via Depth Watertight Mesh
Tao Hu, Haoyang Peng, Xiao Liu +1
Generating high-quality camera-controllable videos from monocular input is a challenging task, particularly under extreme viewpoint. Existing methods often struggle with geometric…
cs.GR2025
HiScene: Creating Hierarchical 3D Scenes with Isometric View Generation
Wenqi Dong, Bangbang Yang, Zesong Yang +5
Scene-level 3D generation represents a critical frontier in multimedia and computer graphics, yet existing approaches either suffer from limited object categories or lack editing f…