Publications


    3D Vision

      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

      MarrNet: 3D Shape Reconstruction via 2.5D Sketches (web) (bibtex)


      Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, William T. Freeman, Joshua B. Tenenbaum:
      Advances in Neural Information Processing Systems (NIPS)
      #3d vision, #deep learning

      Picture : A Probabilistic Programming Language for Scene Perception (pdf) (doi) (bibtex)


      Tejas D Kulkarni, Pushmeet Kohli, Joshua B Tenenbaum, Vikash Mansinghka:
      Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
      #analysis-by-synthesis, #inference, #deep learning, #inverse vision, #3d vision, #probabilistic programming

      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

      3D Shape Perception from Monocular Vision, Touch, and Shape Priors (web) (bibtex)


      Shaoxiong Wang, Jiajun Wu, Xingyuan Sun, Wenzhen Yuan, William T. Freeman, Joshua B. Tenenbaum, Edward H. Adelson:
      IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
      #3d vision, #multi-modal learning, #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

      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

      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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