Publications


    Chengkai Zhang

      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

      Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling (web) (bibtex)


      Xingyuan Sun, Jiajun Wu, Xiuming Zhang, Zhoutong Zhang, Chengkai Zhang, Tianfan Xue, Joshua B. Tenenbaum, William T. Freeman:
      IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
      #3d vision, #deep learning

      Learning Shape Priors for Single-View 3D Completion and Reconstruction (web) (bibtex)


      Jiajun Wu, Chengkai Zhang, Xiuming Zhang, Zhoutong Zhang, William T. Freeman, Joshua B. Tenenbaum:
      European Conference on Computer Vision (ECCV)
      #3d vision, #deep learning

      Learning to Reconstruct Shapes from Unseen Classes (web) (bibtex)


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

      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

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