Publications


    Antonio Torralba

      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

      3D Interpreter Networks for Viewer-Centered Wireframe Modeling (web) (bibtex)


      Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman:
      International Journal of Computer Vision (IJCV)
      #3d vision, #deep learning

      Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding (web) (bibtex)


      Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum:
      Advances in Neural Information Processing Systems (NeurIPS)
      #visual reasoning, #deep learning, #scene understanding

      Visual Object Networks: Image Generation with Disentangled 3D Representations (web) (bibtex)


      Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman:
      Advances in Neural Information Processing Systems (NeurIPS)
      #3d vision, #deep learning

      Propagation Networks for Model-Based Control Under Partial Observation (web) (bibtex)


      Yunzhu Li, Jiajun Wu, Jun-Yan Zhu, Antonio Torralba, Joshua B. Tenenbaum, Russ Tedrake:
      IEEE International Conference on Robotics and Automation (ICRA)
      #dynamics modeling, #deep learning, #robotics

      Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, Fluids (web) (bibtex)


      Yunzhu Li, Jiajun Wu, Russ Tedrake, Joshua B. Tenenbaum, Antonio Torralba:
      International Conference on Learning Representations (ICLR)
      #dynamics predicting, #planning and control

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