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amit raj amit raj about news publications teachings amit raj georgia institute of technology amit raj at gatech edu i am a research scientist at google research i graduated with a phd in machine learning working with prof james hays in the college of computing at georgia tech my research interests lie in the intersection of computer vision graphics and machine learning particularly i am interested in exploring generative models for images conditioned on sparse user guidance to allow 2d or 3d content authoring i am also interested in exploring the use of 3d information for more controllable and interprettable neural image synthesis i did my masters in ece with a specialization in signal processing and controls at georgia tech before that i did my bachelors at national institute of technology karnataka nitk i also enjoy hiking photography making music and speed cubing news march 2022 our work dracon differentiable rasterization conditioned neural radiance fields for articulated avatars is now out on arxiv may 2021 interning at nvidia research with dr umar iqbal dr koki nagano dr sameh khamis dr pavlo molchanov and dr jan kautz feb 2021 2 papers accepted to cvpr 2021 may 2020 interning at frl pittsburgh with dr stephen lombardi dr michael zollhoefer dr tomas simon and dr shunsuke saito july 2019 presenting our work on learning to texture meshes at the 3d widget workshop at cvpr 2019 july 2019 our work on kernel mean matching for content addressability of gans has been accepted to icml 2019 may 2019 interning at frl sausalito with dr carsten stoll dr minh vo and dr christoph lassner dec 2018 our work on variational inpainting presented at the bayesian deep learning workshop at neurips 2018 sept 2018 presenting our work on swapnet at eccv2018 may 2018 i am interning at adobe research seattle with dr connelly barnes publications dracon differentiable rasterization conditioned neural radiance fields for articulated avatars amit raj umar iqbal koki nagano sameh khamis pavlo molchanov james hays jan kautz arxiv 2203 15798 pva pixel aligned volumetric avatars amit raj michael zollhoefer tomas simon jason saragih shunsuke saito james hays stephen lombardi ieee conference on computer vision and pattern recognition cvpr 2021 anr articulated neural rendering for virtual avatars amit raj julian tanke james hays minh vo carsten stoll christoph lassner ieee conference on computer vision and pattern recognition cvpr 2021 learning to generate texture on 3d meshes amit raj connelly barnes vladimir kim jingwan lu james hays ieee conference on computer vision and pattern recognition cvpr 2019 3d widget workshop best paper award kernal mean matching for content adressability of gans wittawatt jittkritum patsorn sangkloy muhammad waleed gondal amit raj james hays bernard scholkopf international conference on machine learning icml 2019 variational image inpainting amit raj cusuh ham vincent cartillier irfan essa neural information processing systems neurips workshop on bayesian deep learning 2018 swapnet image based garment transfer amit raj patsorn sangkloy huiwen chang james hays duygu ceylan cynthia lu european conference on computer vision eccv 2018 texturegan controlling deep image synthesis with texture patches wenxi xian patsorn sangkloy varun agarwal amit raj jingwan lu chen fang fisher yu james hays ieee conference on computer vision and pattern recognition cvpr 2018 deep forward and inverse perceptual models for tracking and prediction alexander lambert amirreza shaban amit raj zhen liu byron boots international conference on robotics and automation icra 2018 compositionalgan amit raj cusuh ham vincent cartillier huda alamri stefan lee james hays neural information processing systems nips workshop on visually grounded interaction and language vigil 2017 teaching cs 6476 computer vision ta with prof james hays cs 6475 computational photography ta with prof irfan essa
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