Publications

    Chuang Gan

  • Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, Joshua B. Tenenbaum:
    Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding (web) (bibtex)
    Advances in Neural Information Processing Systems (NeurIPS)
    #visual reasoning, #deep learning, #scene understanding
    @article{KexinYi:2018:18b7f,
    author = {Kexin Yi and Jiajun Wu and Chuang Gan and Antonio Torralba and Pushmeet Kohli and Joshua B. Tenenbaum},
    journal = {Advances in Neural Information Processing Systems (NeurIPS)},
    title = {Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding},
    year = {2018},
    keywords = {visual reasoning, deep learning, scene understanding},
    doi = {},
    url = {http://nsvqa.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}
    }
  • 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}
    }
  • Chi Han*, Jiayuan Mao*, Chuang Gan, Joshua B. Tenenbaum, Jiajun Wu:
    Visual Concept-Metaconcept Learning (web) (bibtex)
    Advances in Neural Information Processing Systems
    #language, #concept learning
    @article{ChiHan*:2019:3cbf4,
    author = {Chi Han* and Jiayuan Mao* and Chuang Gan and Joshua B. Tenenbaum and Jiajun Wu},
    journal = {Advances in Neural Information Processing Systems},
    title = {Visual Concept-Metaconcept Learning},
    year = {2019},
    keywords = {language, concept learning},
    doi = {},
    url = {https://arxiv.org/abs/2002.01464}
    }

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