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职业迁徙
个人简介
His research interests are in computer vision, machine learning, and robotics. He has contributed broadly to perception and prediction using deep neural networks, theoretical modeling of deep neural networks, submodular optimization algorithms, inference in graphical models, 3D reconstruction, semantic segmentation, visual SLAM, and image-based localization. In particular, he has been developing strong geometrical and learning algorithms in the context of autonomous driving applications.
He has co-authored over 50 peer-reviewed publications and holds over 35 US and international patents. His work has received the INPG best thesis award in 2007, AFRIF best thesis honorable mention given by the french association for pattern recognition, honorable mention award in 2015 Robotics Science and Systems Conference (RSS), and the 2014 R&D 100 award-- awarded to 100 most innovative technology introduced in 2013.
He has co-authored over 50 peer-reviewed publications and holds over 35 US and international patents. His work has received the INPG best thesis award in 2007, AFRIF best thesis honorable mention given by the french association for pattern recognition, honorable mention award in 2015 Robotics Science and Systems Conference (RSS), and the 2014 R&D 100 award-- awarded to 100 most innovative technology introduced in 2013.
研究兴趣
论文共 174 篇作者统计合作学者相似作者
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CoRR (2024)
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arxiv(2024)
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arXiv (Cornell University) (2023)
INTERNATIONAL JOURNAL OF COMPUTER VISIONno. 8 (2023): 2044-2069
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arXiv (Cornell University) (2022)
2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022)no. 1 (2022): 15989-15999
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