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Humans have an amazing ability to understand the world through their visual system but designing automated systems to perform the task continues to prove difficult. We take for granted almost everything our visual system is capable of. While great progress has been made in 2D image understanding, the real world is 3D, not 2D, so reasoning in the 2D image plane is insufficient. The 3D world is high-dimensional and challenging and has a high data requirement.
Humans have an amazing ability to understand the world through their visual system but designing automated systems to perform the task continues to prove difficult. We take for granted almost everything our visual system is capable of. While great progress has been made in 2D image understanding, the real world is 3D, not 2D, so reasoning in the 2D image plane is insufficient. The 3D world is high-dimensional and challenging and has a high data requirement.
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论文共 9 篇作者统计合作学者相似作者
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CoRR (2023)
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neural information processing systems (2023)
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2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2018): 8886-8895
semanticscholar(2016)
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semanticscholar(2016)
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