基本信息
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Bio
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.
Research Interests
Papers共 266 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2024)
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Alexandre Cafaro,Amaury Leroy, Guillaume Beldjoudi,Pauline Maury,Charlotte Robert, Eric Deutsch,Vincent Grégoire,Vincent Lepetit,Nikos Paragios
CoRR (2024)
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CoRR (2024)
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CoRR (2023)
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2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023): 18399-18411
WACVpp.3155-3163, (2023)
2024 International Conference on 3D Vision (3DV) (2023): 944-953
CVPR 2023 (2023): 940-951
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
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