基本信息
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职业迁徙
个人简介
My research focuses on 3D scene understanding. More exactly, I aim at reducing as much as possible the guidance a system needs to learn new 3D objects and new 3D environments: How can we remove the need for training data for each new 3D problem? Currently, even self-supervised methods often require CAD models, which are not necessarily available for any type of object. This question has both theoretical implications and practical applications, as the need for training data, even synthetic, is often a deal breaker for non-academic problems.
研究兴趣
论文共 267 篇作者统计合作学者相似作者
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CoRR (2023)
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Amaury Leroy,Alexandre Cafaro, Gregoire Gessain, Anne Champagnac,Vincent Gregoire,Eric Deutsch,Vincent Lepetit,Nikos Paragios
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023, PT X (2023): 771-780
WACVpp.3155-3163, (2023)
CVPR 2023 (2023): 940-951
WACVpp.5881-5892, (2023)
CVPR 2023 (2023): 17079-17088
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D-Core
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