Search Results for author: Sirui Xu

Found 5 papers, 3 papers with code

DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image

no code implementations26 Jun 2024 Qingxuan Wu, Zhiyang Dou, Sirui Xu, Soshi Shimada, Chen Wang, Zhengming Yu, YuAn Liu, Cheng Lin, Zeyu Cao, Taku Komura, Vladislav Golyanik, Christian Theobalt, Wenping Wang, Lingjie Liu

The first and only method for hand-face interaction recovery, Decaf, introduces a global fitting optimization guided by contact and deformation estimation networks trained on studio-collected data with 3D annotations.

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 +3

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.

Diversity Motion Forecasting +1

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)

Diversity Human Pose Forecasting +2

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