Publications

Antonio Torralba

• Michael Chang, Tomer Ullman, Antonio Torralba, Joshua B. Tenenbaum:
  A Compositional Object-Based Approach To Learning Physical Dynamics (web) (bibtex)
  Proceedings of the 5th International Conference on Learning Representations
  #intuitive physics, #simulation, #deep learning, #unsupervised learning, #scene understanding
  @article{MichaelChang:2017:07f51,
  author = {Michael Chang and Tomer Ullman and Antonio Torralba and Joshua B. Tenenbaum},
  journal = {Proceedings of the 5th International Conference on Learning Representations},
  title = {A Compositional Object-Based Approach To Learning Physical Dynamics},
  year = {2017},
  keywords = {intuitive physics, simulation, deep learning, unsupervised learning, scene understanding},
  doi = {},
  url = {https://arxiv.org/abs/1612.00341}
  }
  
• Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman:
  Single Image 3D Interpreter Network (web) (bibtex)
  European Conference in Computer Vision (ECCV)
  #deep learning, #self-supervised learning, #3d vision
  @article{JiajunWu:2016:770f7,
  author = {Jiajun Wu and Tianfan Xue and Joseph J. Lim and Yuandong Tian and Joshua B. Tenenbaum and Antonio Torralba and William T. Freeman},
  journal = {European Conference in Computer Vision (ECCV)},
  title = {Single Image 3D Interpreter Network},
  year = {2016},
  keywords = {deep learning, self-supervised learning, 3d vision},
  doi = {},
  url = {http://3dinterpreter.csail.mit.edu/}
  }
  
• Shunyu Yao, Tzu-Ming Harry Hsu, Jun-Yan Zhu, Jiajun Wu, Antonio Torralba, William T. Freeman, Joshua B. Tenenbaum:
  3D-Aware Scene Manipulation via Inverse Graphics (bibtex)
  Advances in Neural Information Processing Systems (NIPS)
  #3d vision, #deep learning, #scene understanding
  @article{ShunyuYao:2018:89f01,
  author = {Shunyu Yao and Tzu-Ming Harry Hsu and Jun-Yan Zhu and Jiajun Wu and Antonio Torralba and William T. Freeman and Joshua B. Tenenbaum},
  journal = {Advances in Neural Information Processing Systems (NIPS)},
  title = {3D-Aware Scene Manipulation via Inverse Graphics},
  year = {2018},
  keywords = {3d vision, deep learning, scene understanding},
  doi = {},
  url = {}
  }
  
• Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum:
  Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding (web) (bibtex)
  Advances in Neural Information Processing Systems (NIPS)
  #visual reasoning, #deep learning, #scene understanding
  @article{KexinYi:2018:480b1,
  author = {Kexin Yi and Jiajun Wu and Chuang Gan and Antonio Torralba and Pushmeet Kohli and Joshua B. Tenenbaum},
  journal = {Advances in Neural Information Processing Systems (NIPS)},
  title = {Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding},
  year = {2018},
  keywords = {visual reasoning, deep learning, scene understanding},
  doi = {},
  url = {http://nsvqa.csail.mit.edu/}
  }
  
• Jun-Yan Zhu, Zhoutong Zhang, Chengkai Zhang, Jiajun Wu, Antonio Torralba, Joshua B. Tenenbaum, William T. Freeman:
  Visual Object Networks: Image Generation with Disentangled 3D Representations (bibtex)
  Advances in Neural Information Processing Systems (NIPS)
  #3d vision, #deep learning
  @article{Jun-YanZhu:2018:3ee07,
  author = {Jun-Yan Zhu and Zhoutong Zhang and Chengkai Zhang and Jiajun Wu and Antonio Torralba and Joshua B. Tenenbaum and William T. Freeman},
  journal = {Advances in Neural Information Processing Systems (NIPS)},
  title = {Visual Object Networks: Image Generation with Disentangled 3D Representations},
  year = {2018},
  keywords = {3d vision, deep learning},
  doi = {},
  url = {}
  }
  
• Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman:
  3D Interpreter Networks for Viewer-Centered Wireframe Modeling (web) (bibtex)
  International Journal of Computer Vision (IJCV)
  #3d vision, #deep learning
  @article{JiajunWu:2018:ad749,
  author = {Jiajun Wu and Tianfan Xue and Joseph J. Lim and Yuandong Tian and Joshua B. Tenenbaum and Antonio Torralba and William T. Freeman},
  journal = {International Journal of Computer Vision (IJCV)},
  title = {3D Interpreter Networks for Viewer-Centered Wireframe Modeling},
  year = {2018},
  keywords = {3d vision, deep learning},
  doi = {},
  url = {http://3dinterpreter.csail.mit.edu/}
  }
  

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