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description=Nikolaos Sarafianos - Research Scientist at Meta Reality Labs specializing in 3D generative models, neural rendering, and human pose estimation.;
author=Nikolaos Sarafianos;
keywords=Nikolaos Sarafianos, Nikos Sarafianos, Research Scientist, Meta, Reality Labs, 3D generative models, neural rendering, computer vision, machine learning, deep learning;

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nikolaos sarafianos skip to main content nikolaos sarafianos nikos sarafianos gmail com i am a research scientist at meta reality labs working on 3d generative ai systems for building and editing virtual worlds and assets shipped to horizon worlds creators at scale my work spans 3d generative models neural rendering and 3d reconstruction with a focus on bridging research and production systems i received my ph d from the university of houston where i worked on 3d human pose estimation visual attribute modeling and text to image retrieval i am currently a mentor at deep learning indaba news jun 2026 assetgen is available on arxiv mar 2026 worldgen is accepted to cvpr 2026 jan 2026 co organizing a workshop on 4d world models at cvpr 2026 oct 2025 outstanding reviewer for iccv 2025 june 2025 maskedlrm is accepted to iccv 2025 mar 2025 3 papers accepted to cvpr 2025 one highlight nov 2024 our work on 3d garment stylization has been accepted to 3dv 2025 july 2024 our work on 3d gaussian scene stylization has been accepted to eccv 2024 mar 2024 3 papers accepted to cvpr 2024 july 2023 our work on neural surface fields for human modeling has been accepted to iccv 2023 mar 2023 our work on viewpoint independent video editing with 3d gans has been accepted to cvpr 2023 oct 2022 our work pose ndf won the best paper honorable mention award at eccv 2022 work experience research scientist june 2019 present research scientist intern summer 2018 research scientist intern summer 2017 industry impact 3d world generation 3d asset generation texture generation for avatar clothing and objects prompt to animatable avatar generation publications assetgen deployable 3d asset generation at interactive speed d wang n sarafianos a vedaldi r ranjan arxiv 2026 paper worldgen from text to traversable and interactive 3d worlds d wang n sarafianos r ranjan a vedaldi cvpr 2026 paper meta blog 3d mesh editing using masked lrms w gao d wang y fan a božič t stuyck z li z dong r ranjan n sarafianos iccv 2025 paper webpage uvgs reimagining unstructured 3d gaussian splatting using uv mapping a rai d wang m jain n sarafianos a chen s sridhar a prakash cvpr 2025 paper webpage quaffure real time quasi static neural hair simulation t stuyck g lin e larionov h y chen a božič n sarafianos d roble cvpr 2025 paper webpage video pgc physics based gaussian cloth from a single pose m guo m chiang i santesteban n sarafianos h chen o halimi a bozic s saito j wu k liu t stuyck e larionov cvpr 2025 highlight paper webpage video garment3dgen 3d garment stylization and texture generation n sarafianos t stuyck x xiang y li j popovic r ranjan 3dv 2025 paper webpage video code generating high fidelity clothed human dynamics with temporal diffusion s zou y xu n sarafianos f bogo t tung w si l cheng tomm 2025 paper wast 3d wasserstein 2 distance for scene to scene stylization on 3d gaussians d kotovenko o grebenkova n sarafianos a paliwal p ma o poursaeed s mohan y fan y li r ranjan b ommer eccv 2024 paper webpage code geometry transfer for stylizing radiance fields h jung s nam n sarafianos s yoo a sorkine hornung r ranjan cvpr 2024 paper webpage video diffavatar simulation ready garment optimization with differentiable simulation y li h y chen e larionov n sarafianos w matusik t stuyck cvpr 2024 paper webpage video anim accurate neural implicit model for human reconstruction from a single rgb d image m pesavento y xu n sarafianos r maier z wang c h yao m volino e boyer a hilton t tung cvpr 2024 paper webpage hisr hybrid implicit surface representation for photorealistic 3d human reconstruction a wang y xu n sarafianos r maier e boyer a yuille t tung aaai 2024 paper nsf neural surface fields for human modeling from monocular depth y xue b bhatnagar r marin n sarafianos y xu g pons moll t tung iccv 2023 paper webpage code vive3d viewpoint independent video editing using 3d aware gans a frühstück n sarafianos y xu p wonka t tung cvpr 2023 paper webpage code pose ndf modelling human pose manifolds with neural distance fields g tiwari d antic j lenssen n sarafianos t tung g pons moll eccv 2022 oral best paper honorable mention 3 awards given out of 6773 submissions paper webpage code free viewpoint rgb d human performance capture and rendering p nguyen n sarafianos c lassner j heikkilä t tung eccv 2022 paper webpage bodymap learning full body dense correspondence map a ianina n sarafianos y xu i rocco t tung cvpr 2022 paper webpage video spams structured implicit parametric models p palafox n sarafianos t tung a dai cvpr 2022 paper webpage video animatable neural radiance fields from monocular rgb d t wang n sarafianos m h yang t tung arxiv 2022 paper neural gif neural generalized implicit functions for animating people in clothing g tiwari n sarafianos t tung g pons moll iccv 2021 paper code webpage semi supervised synthesis of high resolution editable textures for 3d humans b chaudhuri n sarafianos l shapiro t tung cvpr 2021 paper supplementary video poster webpage adversarial representation learning for text to image matching n sarafianos x xu i a kakadiaris iccv 2019 paper supplementary video poster deep imbalanced attribute classification using visual attention aggregation n sarafianos x xu i a kakadiaris eccv 2018 paper supplementary code third party poster curriculum learning of visual attribute clusters for multi task classification n sarafianos t giannakopoulos c nikou i a kakadiaris pattern recognition 2018 paper curriculum learning for multi task classification of visual attributes n sarafianos t giannakopoulos c nikou i a kakadiaris iccv workshops 2017 paper poster adaptive svm learning with privileged information for domain adaptation n sarafianos m vrigkas i a kakadiaris iccv workshops 2017 paper supplementary poster 3d human pose estimation a review of the literature and analysis of covariates n sarafianos b boteanu b ionescu i a kakadiaris cviu 2016 paper data