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Given everyday artifacts, such as tables and chairs, humans recognize high-level regularities within them, such as the symmetries of a table, the repetition of its legs, while possessing low-level priors of their geometries, e.g., surfaces are smooth and edges are sharp.
Mirror-image sensitivity and invariance in object and scene processing pathways
D. D. Dilks, J. B. Julian, J. Kubilius, E. S. Spelke, and N. Kanwisher · 2011
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Auto-encoding variational bayes
D. P. Kingma and M. Welling · 2013
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Principles of Gestalt psychology , volume 44
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C. Zou, E. Yumer, J. Yang, D. Ceylan, and D. Hoiem · 2017
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Multi-plane program induction with 3d box priors
Y. Li, J. Mao, X. Zhang, B. Freeman, J. Tenenbaum, N. Snavely, and J. Wu
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Perspective plane program induction from a single image
Y. Li, J. Mao, X. Zhang, W. T. Freeman, J. B. Tenenbaum, and J. Wu
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Learning to describe scenes with programs
Y. Liu, J. Wu, Z. Wu, D. Ritchie, W. T. Freeman, and J. B. Tenenbaum · 2019
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Program-guided image manipulators
J. Mao, X. Zhang, Y. Li, W. T. Freeman, J. B. Tenenbaum, and J. Wu · 2019
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Neural shape parsers for constructive solid geometry
G. Sharma, R. Goyal, D. Liu, E. Kalogerakis, and S. Maji · 2019
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Learning to infer and execute 3d shape programs
Y. Tian, A. Luo, X. Sun, K. Ellis, W. T. Freeman, J. B. Tenenbaum, and J. Wu · 2019
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