Building Machines That Learn and Think Like People (web)(doi) (bibtex)
Brenden M Lake, Tomer D Ullman, Joshua B Tenenbaum, Samuel J Gershman: 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: 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/}
}
A Computational Model for Combinatorial Generalization in Physical Perception from Sound (pdf) (bibtex)
Yunyun Wang, Chuang Gan, Max H. Siegel, Zhoutong Zhang, Jiajun Wu, Joshua B. Tenenbaum: 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}
}