3 papers
cs.CV2025
CtrlVDiff: Controllable Video Generation via Unified Multimodal Video Diffusion
Dianbing Xi, Jiepeng Wang, Yuanzhi Liang +8
We tackle the dual challenges of video understanding and controllable video generation within a unified diffusion framework. Our key insights are two-fold: geometry-only cues (e.g.…
cs.CV2025
OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding
Dianbing Xi, Jiepeng Wang, Yuanzhi Liang +5
In this paper, we propose a novel framework for controllable video diffusion, OmniVDiff , aiming to synthesize and comprehend multiple video visual content in a single diffusion mo…
cs.GR2025
Fuse3D: Generating 3D Assets Controlled by Multi-Image Fusion
Xuancheng Jin, Rengan Xie, Wenting Zheng +3
Recently, generating 3D assets with the control of condition images has achieved impressive quality. However, existing 3D generation methods are limited to handling a single contro…