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Brenden M. Lake
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Cited by
Year
Human-level concept learning through probabilistic program induction
BM Lake, R Salakhutdinov, JB Tenenbaum
Science 350 (6266), 1332-1338, 2015
33642015
Building machines that learn and think like people
BM Lake, TD Ullman, JB Tenenbaum, SJ Gershman
Behavioral and Brain Sciences 40, 2017
28922017
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
9832011
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
BM Lake, M Baroni
International Conference on Machine Learning (ICML), 2018
786*2018
One-shot learning by inverting a compositional causal process
BM Lake, R Salakhutdinov, JB Tenenbaum
Advances in Neural Information Processing Systems 26, 2013
3122013
Compositional generalization through meta sequence-to-sequence learning
BM Lake
Advances in Neural Information Processing Systems 32, 2019
1932019
Discovering structure by learning sparse graphs
B Lake, J Tenenbaum
Proceedings of the 33rd Annual Cognitive Science Conference, 2010
1682010
The Omniglot challenge: a 3-year progress report
BM Lake, R Salakhutdinov, JB Tenenbaum
Current Opinion in Behavioral Sciences 29, 97-104, 2019
1452019
Rearranging the familiar: Testing compositional generalization in recurrent networks
J Loula, M Baroni, BM Lake
arXiv preprint arXiv:1807.07545, 2018
1452018
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
1412020
Learning Compositional Rules via Neural Program Synthesis
MI Nye, A Solar-Lezama, JB Tenenbaum, BM Lake
Advances in Neural Information Processing Systems 33, 2020
1092020
Word meaning in minds and machines
BM Lake, GL Murphy
Psychological Review 130, 401-431, 2023
1082023
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
1082019
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
982015
Self-supervised learning through the eyes of a child
AE Orhan, VV Gupta, BM Lake
Advances in Neural Information Processing Systems 33, 2020
922020
Improving coherence and consistency in neural sequence models with dual-system, neuro-symbolic reasoning
M Nye, M Tessler, J Tenenbaum, BM Lake
Advances in Neural Information Processing Systems 34, 25192-25204, 2021
762021
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
682014
Question asking as program generation
A Rothe, BM Lake, TM Gureckis
Advances in Neural Information Processing Systems 30, 2017
532017
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
522020
Do people ask good questions?
A Rothe, BM Lake, TM Gureckis
Computational Brain & Behavior 1, 69-89, 2018
442018
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