Publications

    Compositionality

  • Brenden M Lake, Tomer D Ullman, Joshua B Tenenbaum, Samuel J Gershman:
    Building Machines That Learn and Think Like People (web) (doi) (bibtex)
    Behavioral and Brain Sciences
    #artificial intelligence, #intuitive theories, #intuitive physics, #intuitive psychology, #compositionality, #learning to learn
    @article{BrendenMLake:2017:59b19,
    author = {Brenden M Lake and Tomer D Ullman and Joshua B Tenenbaum and Samuel J Gershman},
    journal = {Behavioral and Brain Sciences},
    title = {Building Machines That Learn and Think Like People},
    year = {2017},
    keywords = {artificial intelligence, intuitive theories, intuitive physics, intuitive psychology, compositionality, learning to learn},
    doi = {10.1017/S0140525X16001837},
    url = {https://www.cambridge.org/core/journals/behavioral-and-brain-sciences/article/building-machines-that-learn-and-think-like-people/A9535B1D745A0377E16C590E14B94993}
    }
  • 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/}
    }
  • Yunyun Wang, Chuang Gan, Max H. Siegel, Zhoutong Zhang, Jiajun Wu, Joshua B. Tenenbaum:
    A Computational Model for Combinatorial Generalization in Physical Perception from Sound (pdf) (bibtex)
    Conference on Cognitive Computational Neuroscience (CCN)
    #auditory scene analysis, #deep learning, #compositionality
    @article{YunyunWang:2019:5e228,
    author = {Yunyun Wang and Chuang Gan and Max H. Siegel and Zhoutong Zhang and Jiajun Wu and Joshua B. Tenenbaum},
    journal = {Conference on Cognitive Computational Neuroscience (CCN)},
    title = {A Computational Model for Combinatorial Generalization in Physical Perception from Sound},
    year = {2019},
    keywords = {auditory scene analysis, deep learning, compositionality},
    doi = {},
    url = {https://jiajunwu.com/papers/combsound_ccn.pdf}
    }

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