Xiaoyu Bie
Postdoctoral Researcher at Institut Polytechnique de Paris
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolXiaoyu Bie is a postdoctoral researcher at Télécom Paris (IP Paris) with eight years’ experience at the intersection of audio signal processing, probabilistic generative models, and multimodal perception. Currently contributing to the ERC Hi-Audio project, she develops interpretable and controllable deep neural models that inject domain priors into audio representations. Her background spans a PhD at Inria on deep probabilistic generative models for speech, a Meta FAIR internship on disentangled unsupervised speech representations, and earlier work in robust visual localization and SLAM for robotics and autonomous driving. Xiaoyu blends strong theoretical training in mathematics and signal/image engineering with hands-on systems experience across academic and industry labs, enabling her to translate principled models into robust, real-world algorithms. She is based in Paris and brings a rare combination of probabilistic modeling expertise and applied sensor-fusion skills.
8 years of coding experience
1 year of employment as a software developer
Diplôme d'Ingénieur Signal and Image Applied Optics, Diplôme d'Ingénieur Signal and Image Applied Optics at Institut d'Optique Graduate SchoolBachelor's degree Optoelectronic information engineering, Bachelor's degree Optoelectronic information engineering at Huazhong University of Science and TechnologyMaster's degree Automation Signal and Image Processing , Master's degree Automation Signal and Image Processing at Université Paris-SaclayDoctor of Philosophy - PhD Mathematics and Computer Science, Doctor of Philosophy - PhD Mathematics and Computer Science at Université Grenoble AlpesHigh School Diploma, High School Diploma at NO.1 Middle School Affiliated to Central China Normal University
Chinese, English, French
Github Skills (53)
variational-autoencoder10
autoencoder10
generative-model10
multi-gpu9
slam9
deep-learning8
surface8
stereo7
pytorch7
live-preview7
gpu7
refinement7
texture7
nlp7
foundation-models6
Programming languages (3)
Github contributions (5)
XiaoyuBIE1994/Denoising_algorithm
Mar 2018 - Apr 2019
Contributions:2 commits, 1 push, 1 branch in 1 year 1 month
XiaoyuBIE1994/DVAE
Nov 2021 - Dec 2022
Official implementation of DVAE
Contributions:1 release, 25 commits, 2 PRs in 1 year
autoencoderdeep-learninggenerative-modelvariational-autoencodervariational-autoencoders
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