Search Results for author: Youjia Wang

Found 4 papers, 0 papers with code

IMUSIC: IMU-based Facial Expression Capture

no code implementations3 Feb 2024 Youjia Wang, Yiwen Wu, Ruiqian Li, Hengan Zhou, Hongyang Lin, Yingwenqi Jiang, Yingsheng Zhu, Guanpeng Long, Jingya Wang, Lan Xu, Jingyi Yu

In this paper, we propose IMUSIC to fill the gap, a novel path for facial expression capture using purely IMU signals, significantly distant from previous visual solutions. The key design in our IMUSIC is a trilogy.

Anatomy

Improved Langevin Monte Carlo for stochastic optimization via landscape modification

no code implementations8 Feb 2023 Michael C. H. Choi, Youjia Wang

Given a target function $H$ to minimize or a target Gibbs distribution $\pi_{\beta}^0 \propto e^{-\beta H}$ to sample from in the low temperature, in this paper we propose and analyze Langevin Monte Carlo (LMC) algorithms that run on an alternative landscape as specified by $H^f_{\beta, c, 1}$ and target a modified Gibbs distribution $\pi^f_{\beta, c, 1} \propto e^{-\beta H^f_{\beta, c, 1}}$, where the landscape of $H^f_{\beta, c, 1}$ is a transformed version of that of $H$ which depends on the parameters $f,\beta$ and $c$.

Stochastic Optimization

NARRATE: A Normal Assisted Free-View Portrait Stylizer

no code implementations3 Jul 2022 Youjia Wang, Teng Xu, Yiwen Wu, Minzhang Li, Wenzheng Chen, Lan Xu, Jingyi Yu

We extend Total Relighting to fix this problem by unifying its multi-view input normal maps with the physical face model.

Face Model Neural Rendering +1

Neural Relighting and Expression Transfer On Video Portraits

no code implementations30 Jul 2021 Youjia Wang, Taotao Zhou, Minzhang Li, Teng Xu, Minye Wu, Lan Xu, Jingyi Yu

We present a neural relighting and expression transfer technique to transfer the facial expressions from a source performer to a portrait video of a target performer while enabling dynamic relighting.

Multi-Task Learning Neural Rendering

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