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20212026
most citedMotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

110 citations · 141 across the 14 of their papers we have counts for

collaborators

14 papers

cs.CV2026

VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

Junxiang Xu, Ruisi Wang, Fanyi Pu +49

Native visual reasoning treats visual generation as the medium of reasoning itself: visual states (i.e. images and videos) are not merely inputs to be understood or outputs to be r…

cs.CV2024

Large Motion Model for Unified Multi-Modal Motion Generation

Mingyuan Zhang, Daisheng Jin, Chenyang Gu +8

Human motion generation, a cornerstone technique in animation and video production, has widespread applications in various tasks like text-to-motion and music-to-dance. Previous wo…

cs.CV2024

AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation

Qingping Sun, Yanjun Wang, Ailing Zeng +8

Expressive human pose and shape estimation (a.k.a. 3D whole-body mesh recovery) involves the human body, hand, and expression estimation. Most existing methods have tackled this ta…

cs.CV2024

WHAC: World-grounded Humans and Cameras

Wanqi Yin, Zhongang Cai, Ruisi Wang +9

Estimating human and camera trajectories with accurate scale in the world coordinate system from a monocular video is a highly desirable yet challenging and ill-posed problem. In t…

cs.CV2023

Story-to-Motion: Synthesizing Infinite and Controllable Character Animation from Long Text

Zhongfei Qing, Zhongang Cai, Zhitao Yang +1

Generating natural human motion from a story has the potential to transform the landscape of animation, gaming, and film industries. A new and challenging task, Story-to-Motion, ar…

cs.CV2023

IT3D: Improved Text-to-3D Generation with Explicit View Synthesis

Yiwen Chen, Chi Zhang, Xiaofeng Yang +4

Recent strides in Text-to-3D techniques have been propelled by distilling knowledge from powerful large text-to-image diffusion models (LDMs). Nonetheless, existing Text-to-3D appr…