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Mingyi Shi

3 accepted papers

2025

🎧MOSPA: Human Motion Generation Driven by Spatial Audio

NeurIPS 2025spotlight

Enabling virtual humans to dynamically and realistically respond to diverse auditory stimuli remains a key challenge in character animation, demanding the integration of perceptual modeling and motion synthesis. Despite its significance, this task remains largely unexplored. Most previous works have…

Cited by 0SourcecodeScholar
2023

PhaseMP: Robust 3D Pose Estimation via Phase-conditioned Human Motion Prior

ICCV 2023poster

We present a novel motion prior, called PhaseMP, modeling a probability distribution on pose transitions conditioned by a frequency domain feature extracted from a periodic autoencoder. The phase feature further enforces the pose transitions to be unidirectional (i.e. no backward movement in time),…

Cited by 21PDFScholar
2021

Normalized Human Pose Features for Human Action Video Alignment

ICCV 2021poster

We present a novel approach for extracting human pose features from human action videos. The goal is to let the pose features capture only the poses of the action while being invariant to other factors, including video backgrounds, the video subject's anthropometric characteristics and viewpoints. S…

Cited by 17PDFScholar