Papers

  • The Fine Structure of Surprise in Intuitive Physics: When, Why, and How Much?. Kevin Smith, Lingjie Mei, Shunyu Yao, Jiajun Wu, Elizabeth S. Spelke, Joshua B. Tenenbaum, Tomer D. Ullman. CogSci 2020. [pdf]

  • Modeling Expectation Violation in Intuitive Physics with Coarse Probabilistic Object Representations. Kevin Smith*, Lingjie Mei*, Shunyu Yao*, Jiajun Wu, Elizabeth S. Spelke, Joshua B. Tenenbaum, Tomer D. Ullman. NeurIPS 2019. [pdf] [code] [data] [project] [MIT news]

  • 3D-aware Scene Manipulation via Inverse Graphics. Shunyu Yao*, Tzu-Ming Harry Hsu*, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, Joshua B. Tenenbaum. NeurIPS 2018. [pdf] [code] [project]