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个人简介
I was an Applied Science Manager at Amazon Web Service AI Shanghai Lablet, leading computer vision efforts. I play a lot with objects. In this period, I will be focusing on object-centric learning, visual-language model, graph neural network and causal representation learning, exploring and exploiting their usage in applications like video analysis, 3D vision, autonomous driving and robotics. I also contributed to the Graph Neural Network framework DGL and Object-centric Learning Framework OCLF.
I was one of the major contributors of the Autopilot vision neural network stack and the task owner of Autopilot (Dynamic and Static) Object Detection during 2017 - 2020. My working items have been shipped into hundreds of thousands of Tesla cars worldwide during major Autopilot releases, contributing to Autopilot functionalities like Traffic-Aware Cruise Control, Auto Lane Change, Automatic Emergency Braking, Navigation on Autopilot, Smart Summon, etc.
My enthusiasm is to apply machine learning to large-scale, life-changing technologies, currently with a focus on computer vision related applications.
I was one of the major contributors of the Autopilot vision neural network stack and the task owner of Autopilot (Dynamic and Static) Object Detection during 2017 - 2020. My working items have been shipped into hundreds of thousands of Tesla cars worldwide during major Autopilot releases, contributing to Autopilot functionalities like Traffic-Aware Cruise Control, Auto Lane Change, Automatic Emergency Braking, Navigation on Autopilot, Smart Summon, etc.
My enthusiasm is to apply machine learning to large-scale, life-changing technologies, currently with a focus on computer vision related applications.
研究兴趣
论文共 27 篇作者统计合作学者相似作者
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CVPR 2024 (2024)
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Zixu Zhao,Jiaze Wang,Max Horn, Yizhuo Ding,Tong He,Zechen Bai,Dominik Zietlow,Carl-Johann Simon-Gabriel,Bing Shuai,Zhuowen Tu,Thomas Brox, Bernt Schiele,
2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023): 16555-16565
CoRR (2023)
arXiv (Cornell University) (2023)
ICLR 2024 (2023)
2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023): 1272-1281
2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023): 1262-1271
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