2 papers
cs.RO2026
Native Video-Action Pretraining for Generalizable Robot Control
Qihang Zhang, Lin Li, Luyao Zhang +26
The advent of video-action models offers a promising path for robot control. Nevertheless, we argue that repurposing video generative models designed for digital content creation i…
cs.CV2025
LINR Bridge: Vector Graphic Animation via Neural Implicits and Video Diffusion Priors
Wenshuo Gao, Xicheng Lan, Luyao Zhang +1
Vector graphics, known for their scalability and user-friendliness, provide a unique approach to visual content compared to traditional pixel-based images. Animation of these graph…