Követés
Brenden M. Lake
Cím
Hivatkozott rá
Hivatkozott rá
Év
Human-level concept learning through probabilistic program induction
BM Lake, R Salakhutdinov, JB Tenenbaum
Science 350 (6266), 1332-1338, 2015
38012015
Building machines that learn and think like people
BM Lake, TD Ullman, JB Tenenbaum, SJ Gershman
Behavioral and Brain Sciences 40, 2017
34202017
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
10962011
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
BM Lake, M Baroni
International Conference on Machine Learning (ICML), 2018
9502018
One-shot learning by inverting a compositional causal process
BM Lake, R Salakhutdinov, JB Tenenbaum
Advances in Neural Information Processing Systems 26, 2013
3382013
Compositional generalization through meta sequence-to-sequence learning
BM Lake
Advances in Neural Information Processing Systems 32, 2019
2242019
Human-like systematic generalization through a meta-learning neural network
BM Lake, M Baroni
Nature 623, 115-121, 2023
1842023
The Omniglot challenge: a 3-year progress report
BM Lake, R Salakhutdinov, JB Tenenbaum
Current Opinion in Behavioral Sciences 29, 97-104, 2019
1822019
Discovering structure by learning sparse graphs
B Lake, J Tenenbaum
Proceedings of the 33rd Annual Cognitive Science Conference, 2010
1792010
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
1652020
Rearranging the familiar: Testing compositional generalization in recurrent networks
J Loula, M Baroni, BM Lake
arXiv preprint arXiv:1807.07545, 2018
1622018
Word meaning in minds and machines
BM Lake, GL Murphy
Psychological Review 130, 401-431, 2023
1592023
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
1452019
Learning Compositional Rules via Neural Program Synthesis
MI Nye, A Solar-Lezama, JB Tenenbaum, BM Lake
Advances in Neural Information Processing Systems 33, 2020
1282020
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
1272021
Self-supervised learning through the eyes of a child
AE Orhan, VV Gupta, BM Lake
Advances in Neural Information Processing Systems 33, 2020
1182020
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
1072015
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
752014
Grounded language acquisition through the eyes and ears of a single child
WK Vong, W Wang, AE Orhan, BM Lake
Science 383 (6682), 504-511, 2024
672024
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
672020
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