Dual-Geometry Manifolds for Few-shot RIR Prediction
Swapnil Bhosale, G. Wichern, Yoshiki Masuyama et al.
· 0 citations
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Video Generative Models as Geometry Learner
This work repurposes pretrained video generative models as a unified and data-efficient framework for geometry estimation, formulated innovatively as a next-frames prediction task, and inherits naturally structured knowledge and richer priors from the video model, enabling more data efficient and effective learning of...
Haosen Yang, Ji-Fei Song, Zhensong Zhang et al.
· 1 citation
Jun 2026
3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement
A ground-adaptive 3D motion retargeting approach to enable user-friendly motion trajectory control adapting to the changes of elevations of ground and orientations automatically and a viewpoint-adaptive latent fusion mechanism to inject point-cloud geometric priors through scene-visibility masking into the generative p...
Deyin Liu, Jichen Xu, L. Wu et al.
· arXiv.org · 0 citations