Chuan Guo
Research Scientist at Snap Inc.
New York, New York, United States
Summary
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RockstarChuan Guo is a research scientist specializing in 3D human motion modeling with seven years of experience spanning industry and academia, currently building motion systems for VR at Meta Reality Labs. He holds a PhD in Computer Engineering from the University of Alberta and has driven high-impact projects at Snap, Huawei Noah’s Ark Lab, and CAS, including large-scale motion-language datasets and publications at ECCV and CVPR. His work blends generative models (temporal VAEs and transformer-based VAEs) with production engineering—shipping automated 3D animation pipelines and data collection frameworks that powered novel motion and interaction features. Comfortable moving between research and product, he has a proven track record of turning motion-language research into scalable datasets and tools used in commercial AR/VR experiences. An early focus on real-time systems and fake-news detection also underscores his aptitude for building distributed data platforms and pragmatic ML deployments.
7 years of coding experience
Github Skills (29)
depth-estimation10
optical-flow10
animation9
intrinsics9
text-annotation9
stochastic9
deep-learning9
computer-vision9
image-synthesis7
pytorch7
high-resolution7
modeling7
multimedia7
unity3d6
image-resolution6
Programming languages (3)
Github contributions (5)
EricGuo5513/action2motion
Jun 2020 - Jan 2021
Contributions:18 commits in 7 months
EricGuo5513/action-to-motion
Jul 2020 - Dec 2022
Official implementations for "Action2Motion: Conditioned Generation of 3D Human Motions (ACM MultiMedia 2020)"
Contributions:59 commits, 2 PRs, 56 pushes in 2 years 5 months
pytorchacmimplementationsmotionsdeep-learning
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