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yiran xu yiran xu bio publications service miscellaneous yiran xu i m a research scientist at adobe research i received my ph d from the university of maryland college park where i was advised by prof jia bin huang my research interests are in computer vision and deep learning focusing on generative models and their applications especially in videos i ve interned at google deepmind adobe research and snap research where i had the pleasure of collaborating with many talented researchers google deepmind 2024 feng yang yinxiao li luciano sbaiz junjie ke miaosen wang hang qi han zhang jose lezama ming hsuan yang irfan essa jesse berent adobe research 2023 difan liu taesung park richard zhang yang zhou eli shechtman feng liu adobe research 2022 seoung wug oh zhixin shu cameron smith snap research 2021 jian ren zeng huang menglei chai kyle olszewski hsin ying lee sergey tulyakov bio cv mail twitter scholar github linkedin publications relic interactive video world model with long horizon memory yicong hong yiqun mei chongjian ge yiran xu yang zhou sai bi yannick hold geoffroy mike roberts matthew fisher eli shechtman kalyan sunkavalli feng liu zhengqi li hao tan equal contribution technical report 2025 tl dr relic is an interactive video world model that can generate 20s videos in 16fps with long horizon memory project page paper expand bibtex article hong2025relicinteractivevideoworld author yicong hong and yiqun mei and chongjian ge and yiran xu and yang zhou and sai bi and yannick hold geoffroy and mike roberts and matthew fisher and eli shechtman and kalyan sunkavalli and feng liu and zhengqi li and hao tan title relic interactive video world model with long horizon memory journal technical report year 2025 duetsvg unified multimodal svg generation with internal visual guidance peiying zhang nanxuan zhao matthew fisher yiran xu jing liao difan liu cvpr 2026 tl dr duetsvg is a unified multimodal for both svg and raster image generation editing project page paper expand bibtex inproceedings zhang2025duetsvg author peiying zhang and nanxuan zhao and matthew fisher and yiran xu and jing liao and difan liu title duetsvg unified multimodal svg generation with internal visual guidance booktitle cvpr year 2026 rethinking prompt design for inference time scaling in text to visual generation subin kim sangwoo mo mamshad nayeem rizve yiran xu difan liu jinwoo shin tobias hinz cvpr 2026 tl dr we rethink prompt design for inference time scaling in text to visual generation project page paper expand bibtex inproceedings kim2025rethinking author subin kim and sangwoo mo and mamshad nayeem rizve and yiran xu and difan liu and jinwoo shin and tobias hinz title rethinking prompt design for inference time scaling in text to visual generation booktitle cvpr year 2026 pad3r pose aware dynamic 3d reconstruction from casual videos ting hsuan liao haowen liu yiran xu songwei ge gengshan yang jia bin huang siggraph asia 2025 tl dr pad3r reconstructs a dynamic 3d object from a single casual video project page paper expand bibtex article liao2025pad3r author ting hsuan liao and haowen liu and yiran xu and songwei ge and gengshan yang and jia bin huang title pad3r pose aware dynamic 3d reconstruction from casual videos journal siggraph asia year 2025 videogigagan towards detail rich video super resolution yiran xu taesung park richard zhang yang zhou eli shechtman feng liu jia bin huang difan liu cvpr 2025 tl dr videogigagan is a video super resolution vsr method capable of upscaling videos by up to 8x with fine grained details project page paper supplemental media coverage expand bibtex inproceedings xu2024videogigagan author yiran xu and taesung park and richard zhang and yang zhou and eli shechtman and feng liu and jia bin huang and difan liu title videogigagan towards detail rich video super resolution booktitle cvpr year 2025 halo human aligned end to end image retargeting with layered transformations yiran xu siqi xie zhuofang li harris shadmany yinxiao li luciano sbaiz miaosen wang junjie ke jose lezama hang qi han zhang jesse berent ming hsuan yang irfan essa jia bin huang feng yang arxiv 2025 tl dr halo is a human aligned end to end image retargeting method that leverages layered transformations for natural image retargeting project page paper expand bibtex article xu2025halo author yiran xu and siqi xie and zhuofang li and harris shadmany and yinxiao li and luciano sbaiz and miaosen wang and junjie ke and jose lezama and hang qi and han zhang and jesse berent and ming hsuan yang and irfan essa and jia bin huang and feng yang title halo human aligned end to end image retargeting with layered transformations journal arxiv year 2025 cropper vision language model for image cropping through in context learning seung hyun lee jijun jiang yiran xu zhuofang li junjie ke yinxiao li junfeng he steven hickson katie datsenko sangpil kim ming hsuan yang irfan essa feng yang equal contribution cvpr 2025 tl dr cropper leverages vlms for image cropping through in context learning project page paper expand bibtex inproceedings lee2025cropper author seung hyun lee and jijun jiang and yiran xu and zhuofang li and junjie ke and yinxiao li and junfeng he and steven hickson and katie datsenko and sangpil kim and ming hsuan yang and irfan essa and feng yang title cropper vision language model for image cropping through in context learning booktitle cvpr year 2025 flash splat 3d reflection removal with flash cues and gaussian splats mingyang xie haoming cai sachin shah yiran xu brandon y feng jia bin huang christopher a metzler eccv 2024 tl dr flash splat is a 3d reflection removal method that leverages flash cues and gaussian splats for robust performance project page paper expand bibtex inproceedings xie2024flashsplat author mingyang xie and haoming cai and sachin shah and yiran xu and brandon y feng and jia bin huang and christopher a metzler title flash splat 3d reflection removal with flash cues and gaussian splats booktitle eccv year 2024 in n out faithful 3d gan inversion with volumetric decomposition for face editing yiran xu zhixin shu cameron smith seoung wug oh jia bin huang cvpr 2024 tl dr in n out is a 3d gan inversion method that decomposes the input into two components enabling effective inversion for out of distribution ood data project page paper supplemental expand bibtex inproceedings xu2024innout author yiran xu and zhixin shu and cameron smith and seoung wug oh and jia bin huang title in n out faithful 3d gan inversion with volumetric decomposition for face editing booktitle cvpr year 2024 dynamic mesh aware radiance fields yi ling qiao alexander gao yiran xu yue feng jia bin huang ming lin iccv 2023 tl dr dmrf is a hybrid 3d representation that facilitates physical simulations based on nerfs project page paper expand bibtex inproceedings qiao2023dynamic author yi ling qiao and alexander gao and yiran xu and yue feng and jia bin huang and ming lin title dynamic mesh aware radiance fields booktitle iccv year 2023 text driven visual synthesis with latent diffusion prior ting hsuan liao songwei ge yiran xu yao chih lee badour albahar jia bin huang arxiv 2023 tl dr we leverage latent diffusion priors for multiple text driven visual synthesis tasks project page paper expand bibtex article liao2023text author ting hsuan liao and songwei ge and yiran xu and yao chih lee and badour albahar and jia bin huang title text driven visual synthesis with latent diffusion prior journal arxiv year 2023 temporally consistent semantic video editing yiran xu badour albahar jia bin huang eccv 2022 tl dr we propose a flow based video editing method that enables semantic manipulation with temporal consistency project page paper expand bibtex inproceedings xu2022temporally author yiran xu and badour albahar and jia bin huang title temporally consistent semantic video editing booktitle eccv year 2022 explainable object induced action decision for autonomous vehicles yiran xu xiaoyin yang lihang gong hsuan chu lin tz ying wu yunsheng li nuno vasconcelos cvpr 2020 tl dr we propose an explainable decision making framework for autonomous vehicles project page paper expand bibtex inproceedings xu2020explainable author yiran xu and xiaoyin yang and lihang gong and hsuan chu lin and tz ying wu and yunsheng li and nuno vasconcelos title explainable object induced action decision for autonomous vehicles booktitle cvpr year 2020 service reviewer for cvpr 2022 2024 iccv 2021 2023 eccv 2022 2024 neurips 2023 iclr 2024 icml 2024 wacv 2023 2024 accv 2024 miscellaneous my chinese name is 许亦冉 i was born in hengyang china also known as the wild goose city 雁城 according to local tales geese migrating south never go beyond hengyang because they find the warmest weather here i have two cats bai 白 and chelle 锈 they are important members who keep me company during my phd journey i started working on computer vision because i wanted to build a makeup machine for my wife well maybe not that simple i m also a newbie in photography feel free to check out some of my photos the template is from michael niemeyer
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