Publications


    Simulation

      From counterfactual simulation to causal judgment (pdf) (bibtex)


      T. Gerstenberg, N. D. Goodman, D. A. Lagnado, J. B. Tenenbaum:
      Proceedings of the 36th Annual Conference of the Cognitive Science Society
       #causality, #counterfactuals, #simulation, #intuitive physics, #attribution

      A Compositional Object-Based Approach To Learning Physical Dynamics (web) (bibtex)


      Michael Chang, Tomer Ullman, Antonio Torralba, Joshua B. Tenenbaum:
      Proceedings of the 5th International Conference on Learning Representations
       #intuitive physics, #simulation, #deep learning, #unsupervised learning, #scene understanding

      Thinking inside the box: Motion prediction in contained spaces uses simulation (pdf) (bibtex)


      Kevin A Smith, Filipe de A B Peres, Edward Vul, Joshua B Tenenbaum:
      Cognitive Science Society
       #intuitive physics, #simulation, #topology, #containers

      A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding (web) (bibtex)


      Renqiao Zhang, Jiajun Wu, Chengkai Zhang, William T. Freeman, Joshua B. Tenenbaum:
      Proceedings of the 38th Annual Conference of the Cognitive Science Society
       #intuitive physics, #simulation, #deep learning, #scene understanding

      Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling (web) (bibtex)


      Jiajun Wu, Chengkai Zhang, Tianfan Xue, William T. Freeman, Joshua B. Tenenbaum:
      Advances in Neural Information Processing Systems (NIPS)
       #simulation, #deep learning, #generative adversarial learning, #3d vision

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