Brenden Lake
Brenden Lake
Assistant Professor of Psychology and Data Science, New York University
Adresse e-mail validée de nyu.edu - Page d'accueil
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Human-level concept learning through probabilistic program induction
BM Lake, R Salakhutdinov, JB Tenenbaum
Science 350 (6266), 1332-1338, 2015
15202015
Building machines that learn and think like people
BM Lake, TD Ullman, JB Tenenbaum, SJ Gershman
Behavioral and Brain Sciences 40, 2017
11022017
One shot learning of simple visual concepts
B Lake, R Salakhutdinov, J Gross, J Tenenbaum
Proceedings of the annual meeting of the cognitive science society 33 (33), 2011
4042011
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
BM Lake, M Baroni
International Conference on Machine Learning (ICML), 2018
181*2018
One-shot learning by inverting a compositional causal process
BM Lake, RR Salakhutdinov, J Tenenbaum
Advances in neural information processing systems, 2526-2534, 2013
1702013
Discovering structure by learning sparse graphs
B Lake, J Tenenbaum
Proceedings of the 33rd Annual Cognitive Science Conference, 2010
1032010
Rearranging the familiar: Testing compositional generalization in recurrent networks
J Loula, M Baroni, BM Lake
arXiv preprint arXiv:1807.07545, 2018
492018
Deep Neural Networks Predict Category Typicality Ratings for Images
BM Lake, W Zaremba, R Fergus, TM Gureckis
Proceedings of the 37th Annual Conference of the Cognitive Science Society, 2015
482015
One-shot learning of generative speech concepts
BM Lake, C Lee, JR Glass, JB Tenenbaum
Proceedings of the 36th Annual Meeting of the Cognitive Science Soceity, 803–808, 2014
382014
Compositional generalization through meta sequence-to-sequence learning
BM Lake
Advances in Neural Information Processing Systems, 2019
372019
Human few-shot learning of compositional instructions
BM Lake, T Linzen, M Baroni
Proceedings of the 41st Annual Conference of the Cognitive Science Society, 2019
322019
The Omniglot challenge: a 3-year progress report
BM Lake, R Salakhutdinov, JB Tenenbaum
Current Opinion in Behavioral Sciences 29, 97-104, 2019
272019
Question asking as program generation
A Rothe, BM Lake, T Gureckis
Advances in neural information processing systems, 1046-1055, 2017
252017
Towards more human-like concept learning in machines: Compositionality, causality, and learning-to-learn
B Lake
Massachusetts Institute of Technology, 2014
222014
Modeling unsupervised perceptual category learning
BM Lake, GK Vallabha, JL McClelland
IEEE Transactions on Autonomous Mental Development 1 (1), 35-43, 2009
222009
Concept learning as motor program induction: A large-scale empirical study
B Lake, R Salakhutdinov, J Tenenbaum
Proceedings of the Annual Meeting of the Cognitive Science Society 34 (34), 2012
202012
Estimating the strength of unlabeled information during semi-supervised learning
B Lake, J McClelland
Proceedings of the Annual Meeting of the Cognitive Science Society 33 (33), 2011
152011
Asking and evaluating natural language questions
A Rothe, BM Lake, TM Gureckis
Proceedings of the 38th Annual Conference of the Cognitive Science Society, 2016
132016
Learning Inductive Biases with Simple Neural Networks
R Feinman, BM Lake
Proceedings of the 40th Annual Conference of the Cognitive Science Society, 2018
122018
The emergence of organizing structure in conceptual representation
BM Lake, ND Lawrence, JB Tenenbaum
Cognitive science 42, 809-832, 2018
112018
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