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Efficient Pragmatic Program Synthesis with Informative Specifications



Saujas Vaduguru , Kevin Ellis , Yewen Pu

* 9 pages, Meaning in Context Workshop 2021 

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Communicating Natural Programs to Humans and Machines



Samuel Acquaviva , Yewen Pu , Marta Kryven , Catherine Wong , Gabrielle E Ecanow , Maxwell Nye , Theodoros Sechopoulos , Michael Henry Tessler , Joshua B. Tenenbaum

* equal contributions: (author 3, 4), (author 5,6,7) 

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Engineering Sketch Generation for Computer-Aided Design



Karl D. D. Willis , Pradeep Kumar Jayaraman , Joseph G. Lambourne , Hang Chu , Yewen Pu

* The 1st Workshop on Sketch-Oriented Deep Learning @ CVPR 2021 

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Program Synthesis Guided Reinforcement Learning



Yichen Yang , Jeevana Priya Inala , Osbert Bastani , Yewen Pu , Armando Solar-Lezama , Martin Rinard


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Neurosymbolic Transformers for Multi-Agent Communication



Jeevana Priya Inala , Yichen Yang , James Paulos , Yewen Pu , Osbert Bastani , Vijay Kumar , Martin Rinard , Armando Solar-Lezama


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Representing Partial Programs with Blended Abstract Semantics



Maxwell Nye , Yewen Pu , Matthew Bowers , Jacob Andreas , Joshua B. Tenenbaum , Armando Solar-Lezama


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Fusion 360 Gallery: A Dataset and Environment for Programmatic CAD Reconstruction



Karl D. D. Willis , Yewen Pu , Jieliang Luo , Hang Chu , Tao Du , Joseph G. Lambourne , Armando Solar-Lezama , Wojciech Matusik


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Program Synthesis with Pragmatic Communication



Yewen Pu , Kevin Ellis , Marta Kryven , Josh Tenenbaum , Armando Solar-Lezama

* The second author and the third author contributed equally to this work 

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Write, Execute, Assess: Program Synthesis with a REPL



Kevin Ellis , Maxwell Nye , Yewen Pu , Felix Sosa , Josh Tenenbaum , Armando Solar-Lezama

* The first four authors contributed equally to this work 

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Selecting Representative Examples for Program Synthesis



Yewen Pu , Zachery Miranda , Armando Solar-Lezama , Leslie Pack Kaelbling


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