no code implementations • 13 Mar 2025 • Yang Zheng, Menglei Chai, Delio Vicini, Yuxiao Zhou, Yinghao Xu, Leonidas Guibas, Gordon Wetzstein, Thabo Beeler
We present GroomLight, a novel method for relightable hair appearance modeling from multi-view images.
1 code implementation • 8 Mar 2025 • Shawn Li, Peilin Cai, Yuxiao Zhou, Zhiyu Ni, Renjie Liang, You Qin, Yi Nian, Zhengzhong Tu, Xiyang Hu, Yue Zhao
While deploying personalized OOD detection directly on edge devices is desirable, it remains challenging due to large model sizes and the computational infeasibility of on-device training.
1 code implementation • 8 Mar 2025 • Li Li, Jiashu Qu, Yuxiao Zhou, Yuehan Qin, Tiankai Yang, Yue Zhao
To address this, we construct a causal graph for VLMs and employ counterfactual analysis to estimate the Natural Direct Effect (NDE) of vision, text, and their cross-modal interaction on the output.
no code implementations • 1 Sep 2024 • Shengchen Zhu, Yiming Chen, Peiying Yu, Xiang Qu, Yuxiao Zhou, Yiming Ma, Zhizhan Zhao, Yukai Liu, Hao Mi, Bin Wang
This approach enhances the accuracy of 10-day weather forecasting.
no code implementations • 9 Oct 2023 • Li Li, You Qin, Wei Ji, Yuxiao Zhou, Roger Zimmermann
Panoptic Scene Graph Generation (PSG) involves the detection of objects and the prediction of their corresponding relationships (predicates).
no code implementations • 2 May 2023 • Xinyu Yi, Yuxiao Zhou, Marc Habermann, Vladislav Golyanik, Shaohua Pan, Christian Theobalt, Feng Xu
We integrate the two techniques together in EgoLocate, a system that simultaneously performs human motion capture (mocap), localization, and mapping in real time from sparse body-mounted sensors, including 6 inertial measurement units (IMUs) and a monocular phone camera.
1 code implementation • 10 May 2021 • Xinyu Yi, Yuxiao Zhou, Feng Xu
For global translation estimation, we propose a supporting-foot-based method and an RNN-based method to robustly solve for the global translations with a confidence-based fusion technique.
no code implementations • CVPR 2021 • Yuxiao Zhou, Marc Habermann, Ikhsanul Habibie, Ayush Tewari, Christian Theobalt, Feng Xu
We present the first method for real-time full body capture that estimates shape and motion of body and hands together with a dynamic 3D face model from a single color image.
Ranked #29 on
3D Hand Pose Estimation
on FreiHAND
3 code implementations • CVPR 2020 • Yuxiao Zhou, Marc Habermann, Weipeng Xu, Ikhsanul Habibie, Christian Theobalt, Feng Xu
We present a novel method for monocular hand shape and pose estimation at unprecedented runtime performance of 100fps and at state-of-the-art accuracy.