Brenden Lake
Brenden Lake
Assistant Professor of Psychology and Data Science, New York University
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
Human-level concept learning through probabilistic program induction
BM Lake, R Salakhutdinov, JB Tenenbaum
Science 350 (6266), 1332-1338, 2015
22092015
Building machines that learn and think like people
BM Lake, TD Ullman, JB Tenenbaum, SJ Gershman
Behavioral and Brain Sciences 40, 2017
17612017
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
6332011
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
BM Lake, M Baroni
International Conference on Machine Learning (ICML), 2018
383*2018
One-shot learning by inverting a compositional causal process
BM Lake, R Salakhutdinov, JB Tenenbaum
Advances in Neural Information Processing Systems 26, 2013
2272013
Discovering structure by learning sparse graphs
B Lake, J Tenenbaum
Proceedings of the 33rd Annual Cognitive Science Conference, 2010
1262010
Compositional generalization through meta sequence-to-sequence learning
BM Lake
Advances in Neural Information Processing Systems 32, 2019
1022019
Rearranging the familiar: Testing compositional generalization in recurrent networks
J Loula, M Baroni, BM Lake
arXiv preprint arXiv:1807.07545, 2018
792018
The Omniglot challenge: a 3-year progress report
BM Lake, R Salakhutdinov, JB Tenenbaum
Current Opinion in Behavioral Sciences 29, 97-104, 2019
682019
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
662015
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
522019
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
502014
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
452020
Question asking as program generation
A Rothe, BM Lake, TM Gureckis
Advances in Neural Information Processing Systems 30, 2017
352017
Learning Compositional Rules via Neural Program Synthesis
MI Nye, A Solar-Lezama, JB Tenenbaum, BM Lake
Advances in Neural Information Processing Systems 33, 2020
312020
Towards more human-like concept learning in machines: Compositionality, causality, and learning-to-learn
B Lake
Massachusetts Institute of Technology, 2014
262014
Modeling unsupervised perceptual category learning
BM Lake, GK Vallabha, JL McClelland
IEEE Transactions on Autonomous Mental Development 1 (1), 35-43, 2009
262009
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
252012
Self-supervised learning through the eyes of a child
AE Orhan, VV Gupta, BM Lake
Advances in Neural Information Processing Systems 33, 2020
222020
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
212020
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