Publications

Chengkai Zhang

• Renqiao Zhang, Jiajun Wu, Chengkai Zhang, William T. Freeman, Joshua B. Tenenbaum:
  A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding (web) (bibtex)
  Proceedings of the 38th Annual Conference of the Cognitive Science Society
  #intuitive physics, #simulation, #deep learning, #scene understanding
  @article{RenqiaoZhang:2016:84ee7,
  author = {Renqiao Zhang and Jiajun Wu and Chengkai Zhang and William T. Freeman and Joshua B. Tenenbaum},
  journal = {Proceedings of the 38th Annual Conference of the Cognitive Science Society},
  title = {A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding},
  year = {2016},
  keywords = {intuitive physics, simulation, deep learning, scene understanding},
  doi = {},
  url = {http://blocks.csail.mit.edu/}
  }
  
• Jiajun Wu, Chengkai Zhang, Tianfan Xue, William T. Freeman, Joshua B. Tenenbaum:
  Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling (web) (bibtex)
  Advances in Neural Information Processing Systems (NIPS)
  #simulation, #deep learning, #generative adversarial learning, #3d vision
  @article{JiajunWu:2016:3471d,
  author = {Jiajun Wu and Chengkai Zhang and Tianfan Xue and William T. Freeman and Joshua B. Tenenbaum},
  journal = {Advances in Neural Information Processing Systems (NIPS)},
  title = {Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling},
  year = {2016},
  keywords = {simulation, deep learning, generative adversarial learning, 3d vision},
  doi = {},
  url = {http://3dgan.csail.mit.edu/}
  }
  
• Xingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman:
  Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling (web) (bibtex)
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  #3d vision, #deep learning
  @article{XingyuanSun:2018:02ad6,
  author = {Xingyuan Sun and Jiajun Wu and Xiuming Zhang and Zhoutong Zhang and Chengkai Zhang and Tianfan Xue and Joshua B. Tenenbaum and William T. Freeman},
  journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  title = {Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling},
  year = {2018},
  keywords = {3d vision, deep learning},
  doi = {},
  url = {http://pix3d.csail.mit.edu}
  }
  
• Tianfan Xue, Jiajun Wu, Zhoutong Zhang, Chengkai Zhang, Joshua B. Tenenbaum, William T. Freeman:
  Seeing Tree Structure from Vibration (web) (bibtex)
  European Conference on Computer Vision (ECCV)
  #computer vision, #hierarchical bayes, #scene understanding
  @article{TianfanXue:2018:4ccba,
  author = {Tianfan Xue and Jiajun Wu and Zhoutong Zhang and Chengkai Zhang and Joshua B. Tenenbaum and William T. Freeman},
  journal = {European Conference on Computer Vision (ECCV)},
  title = {Seeing Tree Structure from Vibration},
  year = {2018},
  keywords = {computer vision, hierarchical bayes, scene understanding},
  doi = {},
  url = {http://tree.csail.mit.edu/}
  }
  
• Jiajun Wu, Chengkai Zhang, Xiuming Zhang, Zhoutong Zhang, William T. Freeman, Joshua B. Tenenbaum:
  Learning Shape Priors for Single-View 3D Completion and Reconstruction (web) (bibtex)
  European Conference on Computer Vision (ECCV)
  #3d vision, #deep learning
  @article{JiajunWu:2018:11782,
  author = {Jiajun Wu and Chengkai Zhang and Xiuming Zhang and Zhoutong Zhang and William T. Freeman and Joshua B. Tenenbaum},
  journal = {European Conference on Computer Vision (ECCV)},
  title = {Learning Shape Priors for Single-View 3D Completion and Reconstruction},
  year = {2018},
  keywords = {3d vision, deep learning},
  doi = {},
  url = {http://shapehd.csail.mit.edu/}
  }
  
• Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu:
  Learning to Reconstruct Shapes from Unseen Categories (bibtex)
  Advances in Neural Information Processing Systems (NIPS)
  #3d vision, #deep learning
  @article{XiumingZhang:2018:596f7,
  author = {Xiuming Zhang and Zhoutong Zhang and Chengkai Zhang and William T. Freeman and Joshua B. Tenenbaum and Jiajun Wu},
  journal = {Advances in Neural Information Processing Systems (NIPS)},
  title = {Learning to Reconstruct Shapes from Unseen Categories},
  year = {2018},
  keywords = {3d vision, deep learning},
  doi = {},
  url = {}
  }
  
• 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 = {}
  }
  

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