Neuro-Symbolic Algorithms
- Yunchao Liu, Zheng Wu, Daniel Ritchie, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu:
Learning to Describe Scenes with Programs (web) (bibtex)
International Conference on Learning Representations (ICLR)
#neuro-symbolic algorithms, #computer vision, #scene understanding
@article{YunchaoLiu:2019:11ea4,
author = {Yunchao Liu and Zheng Wu and Daniel Ritchie and William T. Freeman and Joshua B. Tenenbaum and Jiajun Wu},
journal = {International Conference on Learning Representations (ICLR)},
title = {Learning to Describe Scenes with Programs},
year = {2019},
keywords = {neuro-symbolic algorithms, computer vision, scene understanding},
doi = {},
url = {https://openreview.net/pdf?id=SyNPk2R9K7}
}
- Yonglong Tian, Andrew Luo, Xingyuan Sun, Kevin Ellis, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu:
Learning to Infer and Execute 3D Shape Programs (web) (bibtex)
International Conference on Learning Representations (ICLR)
#neuro-symbolic algorithms, #shape modeling, #computer vision
@article{YonglongTian:2019:d433c,
author = {Yonglong Tian and Andrew Luo and Xingyuan Sun and Kevin Ellis and William T. Freeman and Joshua B. Tenenbaum and Jiajun Wu},
journal = {International Conference on Learning Representations (ICLR)},
title = {Learning to Infer and Execute 3D Shape Programs},
year = {2019},
keywords = {neuro-symbolic algorithms, shape modeling, computer vision},
doi = {},
url = {http://shape2prog.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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