Publications

    Jiayuan Mao

  • Sidi Lu, Jiayuan Mao, Joshua B. Tenenbaum, Jiajun Wu:
    Neurally-Guided Structure Inference (web) (bibtex)
    International Conference on Machine Learning (ICML)
    #machine learning, #compositionality
    @article{SidiLu:2019:1adc0,
    author = {Sidi Lu and Jiayuan Mao and Joshua B. Tenenbaum and Jiajun Wu},
    journal = {International Conference on Machine Learning (ICML)},
    title = {Neurally-Guided Structure Inference},
    year = {2019},
    keywords = {machine learning, compositionality},
    doi = {},
    url = {http://ngsi.csail.mit.edu/}
    }
  • Jiayuan Mao, Chuang Gan, Pushmeet Kohli, Joshua B. Tenenbaum, Jiajun Wu:
    The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, Sentences From Natural Supervision (web) (bibtex)
    International Conference on Learning Representations (ICLR)
    #computer vision, #visual reasoning, #neuro-symbolic algorithms
    @article{JiayuanMao:2019:208a5,
    author = {Jiayuan Mao and Chuang Gan and Pushmeet Kohli and Joshua B. Tenenbaum and Jiajun Wu},
    journal = {International Conference on Learning Representations (ICLR)},
    title = {The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, Sentences From Natural Supervision},
    year = {2019},
    keywords = {computer vision, visual reasoning, neuro-symbolic algorithms},
    doi = {},
    url = {http://nscl.csail.mit.edu}
    }
  • Jiayuan Mao, Xiuming Zhang, Yikai Li, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu:
    Program-Guided Image Manipulators (bibtex)
    IEEE International Conference on Computer Vision (ICCV)
    #neuro-symbolic algorithms, #deep learning, #computer vision
    @article{JiayuanMao:2019:a60ea,
    author = {Jiayuan Mao and Xiuming Zhang and Yikai Li and William T. Freeman and Joshua B. Tenenbaum and Jiajun Wu},
    journal = { IEEE International Conference on Computer Vision (ICCV)},
    title = {Program-Guided Image Manipulators},
    year = {2019},
    keywords = {neuro-symbolic algorithms, deep learning, computer vision},
    doi = {},
    url = {}
    }

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