Search Results for author: Sirui Xu

Found 4 papers, 3 papers with code

InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction

no code implementations28 Mar 2024 Sirui Xu, Ziyin Wang, Yu-Xiong Wang, Liang-Yan Gui

However, extending such success to 3D dynamic human-object interaction (HOI) generation faces notable challenges, primarily due to the lack of large-scale interaction data and comprehensive descriptions that align with these interactions.

Human-Object Interaction Detection Language Modelling +2

Stochastic Multi-Person 3D Motion Forecasting

1 code implementation8 Jun 2023 Sirui Xu, Yu-Xiong Wang, Liang-Yan Gui

This paper aims to deal with the ignored real-world complexities in prior work on human motion forecasting, emphasizing the social properties of multi-person motion, the diversity of motion and social interactions, and the complexity of articulated motion.

Motion Forecasting Stochastic Human Motion Prediction

Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors

1 code implementation9 Feb 2023 Sirui Xu, Yu-Xiong Wang, Liang-Yan Gui

Predicting diverse human motions given a sequence of historical poses has received increasing attention.

 Ranked #1 on Human Pose Forecasting on Human3.6M (MMADE metric)

Human Pose Forecasting motion prediction +1

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