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Brenden Lake
Brenden Lake
Assistant Professor of Psychology and Data Science, New York University
Geverifieerd e-mailadres voor nyu.edu - Homepage
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Human-level concept learning through probabilistic program induction
BM Lake, R Salakhutdinov, JB Tenenbaum
Science 350 (6266), 1332-1338, 2015
24122015
Building machines that learn and think like people
BM Lake, TD Ullman, JB Tenenbaum, SJ Gershman
Behavioral and Brain Sciences 40, 2017
19352017
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
7092011
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
BM Lake, M Baroni
International Conference on Machine Learning (ICML), 2018
447*2018
One-shot learning by inverting a compositional causal process
BM Lake, R Salakhutdinov, JB Tenenbaum
Advances in Neural Information Processing Systems 26, 2013
2412013
Discovering structure by learning sparse graphs
B Lake, J Tenenbaum
Proceedings of the 33rd Annual Cognitive Science Conference, 2010
1352010
Compositional generalization through meta sequence-to-sequence learning
BM Lake
Advances in Neural Information Processing Systems 32, 2019
1192019
Rearranging the familiar: Testing compositional generalization in recurrent networks
J Loula, M Baroni, BM Lake
arXiv preprint arXiv:1807.07545, 2018
892018
The Omniglot challenge: a 3-year progress report
BM Lake, R Salakhutdinov, JB Tenenbaum
Current Opinion in Behavioral Sciences 29, 97-104, 2019
812019
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
692015
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
632019
A Benchmark for Systematic Generalization in Grounded Language Understanding
L Ruis, J Andreas, M Baroni, D Bouchacourt, BM Lake
Advances in Neural Information Processing Systems 33, 2020
582020
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
532014
Learning Compositional Rules via Neural Program Synthesis
MI Nye, A Solar-Lezama, JB Tenenbaum, BM Lake
Advances in Neural Information Processing Systems 33, 2020
422020
Question asking as program generation
A Rothe, BM Lake, TM Gureckis
Advances in Neural Information Processing Systems 30, 2017
422017
Word meaning in minds and machines.
BM Lake, GL Murphy
Psychological review, 2021
332021
Self-supervised learning through the eyes of a child
AE Orhan, VV Gupta, BM Lake
Advances in Neural Information Processing Systems 33, 2020
322020
The role of developmental change and linguistic experience in the mutual exclusivity effect
M Lewis, V Cristiano, BM Lake, T Kwan, MC Frank
Cognition 198, 104191, 2020
322020
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
302012
Towards more human-like concept learning in machines: Compositionality, causality, and learning-to-learn
B Lake
Massachusetts Institute of Technology, 2014
282014
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Artikelen 1–20