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ziyan wang s homepage carnegie mellon university robotics institute ziyan wang email wzygundam13 at gmail dot com cv about me hi i am currenly a research scientist at reality labs research my research interests lie in computer vision and machine learning with a focus on volumetric representation neural rendering and generative models my work covers developing efficient and generalizable volumetric representation and leveraging generative models like vae diffusion or flow for dynamic captures and animation generation i obtained my phd from the robitics institute at carnegie mellon university where i was very fortunate to be advised by jessica hodgins during my phd study i worked as a visiting research at reality labs research codec avatar for two years where i was lucky to have collaborated with many brilliant folks like christoph lassner michael zollhoefer stephen lombardi giljoo nam tuur stuyck jason saragih and so many others before that i earned my master s degree in dec 2018 from the robotics institue at carnegie mellon university where i worked with prof katerina fragkiadaki and prof simon lucey prior to cmu i received my bachelar s degree from the department of automation at tsinghua university in china advised by prof jiwen lu in summer 2018 i have the fortunate to work with dr samuel schulter dr buyu liu and prof manmohan chandraker in media analytics group at nec labs america in 2016 i spent my summer in vision learning lab at the university of michigan ann arbor as a research assistant supervised by prof jia deng publications fresa feedforward reconstruction of personalized skinned avatars from few images rong wang fabian prada ziyan wang zhongshi jiang chengxiang yin junxuan li shunsuke saito igor santesteban javier romero rohan joshi hongdong li jason saragih yaser sheikh ieee conference on computer vision and pattern recognition cvpr 2025 highlight paper project page a local appearance model for volumetric capture of diverse hairstyles ziyan wang giljoo nam aljaz bozic chen cao jason saragih michael zollhöfer jessica hodgins international conference on 3d vision 3dv 2024 paper project page ct2hair high fidelity 3d hair modeling using computed tomography yuefan shen shunsuke saito ziyan wang olivier maury chenglei wu jessica hodgins youyi zheng giljoo nam acm siggraph 2023 acm transactions on graphics selected in the technical papers video trailer paper project page video code neuwigs a neural dynamic model for volumetric hair capture and animation ziyan wang giljoo nam tuur stuyck stephen lombardi chen cao jason saragih michael zollhöfer jessica hodgins christoph lassner ieee conference on computer vision and pattern recognition cvpr 2023 paper arxiv project page bibtex neural strands learning hair geometry and appearance from multi view images radu alexandru rosu shunsuke saito ziyan wang chenglei wu sven behnke giljoo nam european conference on computer vision eccv 2022 paper arxiv project page bibtex hvh learning a hybrid neural volumetric representation for dynamic hair performance capture ziyan wang giljoo nam tuur stuyck stephen lombardi michael zollhöfer jessica hodgins christoph lassner ieee conference on computer vision and pattern recognition cvpr 2022 paper arxiv project page bibtex learning compositional radiance fields of dynamic human heads ziyan wang timur bagautdinov stephen lombardi tomas simon jason saragih jessica hodgins michael zollhöfer ieee conference on computer vision and pattern recognition cvpr 2021 oral top 4 19 paper arxiv project page bibtex a parametric top view representation of complex road scenes ziyan wang buyu liu samuel schulter manmohan chandraker ieee conference on computer vision and pattern recognition cvpr 2019 paper supp arxiv project page bibtex geometry aware recurrent neural networks for active visual recognition ricson cheng ziyan wang katerina fragkiadaki advances in neural information processing systems nips 2018 paper arxiv code bibtex semantic photometric bundle adjustment on natural sequences rui zhu chaoyang wang ziyan wang chen hsuan lin simon lucey arxiv ieee winter conference on applications of computer vision wacv 2018 arxiv paper demo virtual to real reinforcement learning for autonomous driving xinlei pan yurong you ziyan wang cewu lu british machine vision conference bmvc 2017 spotlight arxiv code video correlated and individual multi modal deep learning for rgb d object recognition ziyan wang jiwen lu ruogu lin jiangjiang feng jie zhou arxiv arxiv education carnegie mellon university us ph d in robotics aug 2019 sept 2023 m s in computer vision aug 2017 dec 2018 tsinghua university china b eng in automation aug 2013 jun 2017