Research output

Research output per year 2005 2020

• 11 Conference contribution
• 7 Article
• 4 Conference article
• 1 Comment/debate
• 1 More
  • 1 Review article

Research output per year

Research output per year

Search results

• 2020

  The role of developmental change and linguistic experience in the mutual exclusivity effect

  Lewis, M., Cristiano, V., Lake, B. M., Kwan, T. & Frank, M. C., May 2020, In: Cognition. 198, 104191.

  Research output: Contribution to journal › Article › peer-review

  • Mutual Exclusivity
  • Linguistics
  • linguistics
  • trend
  • Novel Words
• 2019

  Compositional generalization through meta sequence-to-sequence learning

  Lake, B. M., 2019, In: Advances in Neural Information Processing Systems. 32

  Research output: Contribution to journal › Conference article › peer-review

  • Neural networks
  • Data storage equipment

• The Omniglot challenge: a 3-year progress report

  Lake, B. M., Salakhutdinov, R. & Tenenbaum, J. B., Oct 2019, In: Current Opinion in Behavioral Sciences. 29, p. 97-104 8 p.

  Research output: Contribution to journal › Review article › peer-review

  • Datasets
  • Learning
  • Research Personnel
• 2018

  Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks

  Lake, B. & Baroni, M., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 4487-4499 13 p. (35th International Conference on Machine Learning, ICML 2018; vol. 7).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Recurrent neural networks
  • Navigation
  • Neural networks
  • Experiments

• The emergence of organizing structure inconceptual representation

  Lake, B., Lawrence, N. & Tenenbaum, J. B., 2018, In: Cognitive Science.

  Research output: Contribution to journal › Article › peer-review

• The Emergence of Organizing Structure in Conceptual Representation

  Lake, B. M., Lawrence, N. D. & Tenenbaum, J. B., Jun 2018, In: Cognitive Science. 42, p. 809-832 24 p.

  Research output: Contribution to journal › Article › peer-review

  • Color
  • Animals
  • Child
• 2017

  Building machines that learn and think like people

  Lake, B. M., Ullman, T. D., Tenenbaum, J. B. & Gershman, S. J., 2017, In: Behavioral and Brain Sciences. 40, e253.

  Research output: Contribution to journal › Article › peer-review

  • Recognition (Psychology)
  • Cognitive Science
  • Learning
  • Artificial Intelligence
  • Video Games

• Finding solace in defeat by artificial intelligence

  Lake, B., Apr 28 2017, MIT's technology review.

  Research output: Contribution to specialist publication › Article

• Ingredients of intelligence: From classic debates to an engineering roadmap

  Lake, B. M., Ullman, T. D., Tenenbaum, J. B. & Gershman, S. J., Jan 1 2017, In: The Behavioral and brain sciences. 40, p. e281

  Research output: Contribution to journal › Comment/debate › peer-review

  • Cognitive Science
  • Artificial Intelligence
  • Intelligence

• Question asking as program generation

  Rothe, A., Lake, B. M. & Gureckis, T. M., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 1047-1056 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Probability distributions
• 2016

  Asking and evaluating natural language questions

  Rothe, A., Lake, B. & Gureckis, T., 2016, Proceedings of the 38th Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Searching large hypothesis spaces by asking questions

  Lake, B. & Cohen, A., 2016, Proceedings of the 38th Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2015

  Deep neural networks predict category typicality ratings for images

  Lake, B., Zaremba, W., Fergus, R. & Gureckis, T., 2015, Proceedings of the 37th Annual Conference of the Cognitive Science Society. Dale, R., Jennings, C., Maglio, P., Matlock, T., Noelle, D., Warlaumont, A. & Yoshimi, J. (eds.). Austin, TX: Cognitive Science Society

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Human-level concept learning through probabilistic program induction

  Lake, B. M., Salakhutdinov, R. & Tenenbaum, J. B., Dec 11 2015, In: Science. 350, 6266, p. 1332-1338 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Learning
  • Deep Learning
  • Imagination
  • Generalization (Psychology)
  • Creativity

• Softstar: Heuristic-guided probabilistic inference

  Monfort, M., Lake, B. M., Ziebart, B. D., Lucey, P. & Tenenbaum, J. B., 2015, In: Advances in Neural Information Processing Systems. 2015-January, p. 2764-2772 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Approximation algorithms
  • Entropy
  • Machine learning
  • Sampling
  • Costs
• 2014

  One-shot learning of generative speech concepts

  Lake, B., Lee, C. Y. & Tenenbaum, J. B., 2014, Proceedings of the 36th Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2013

  One-shot learning by inverting a compositional causal process

  Lake, B. M., Salakhutdinov, R. & Tenenbaum, J. B., 2013, In: Advances in Neural Information Processing Systems.

  Research output: Contribution to journal › Conference article › peer-review

  • Deep learning
  • Learning algorithms
  • Machine learning
• 2012

  Concept learning as motor program induction: A large-scale empirical study

  Lake, B., Tenenbaum, J. B. & Salakhutdinov, R., 2012, Proceedings of the 34th Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2011

  Estimating the strength of unlabeled information during semi-supervised learning

  Lake, B. & McClelland, J. L., 2011, Proceedings of the 33rd Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• One shot learning of simple visual concepts

  Lake, B., Salakhutdinov, R., Gross, J. & Tenenbaum, J. B., 2011, Proceedings of the 33rd Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2010

  Discovering Structure by Learning Sparse Graphs

  Lake, B. & Tenenbaum, J. B., 2010, Proceedings of the 32nd Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2009

  Modeling unsupervised perceptual category learning

  Lake, B. M., Vallabha, G. K. & McClelland, J. L., May 2009, In: IEEE Transactions on Autonomous Mental Development. 1, 1, p. 35-43 9 p., 4895218.

  Research output: Contribution to journal › Article › peer-review

  • Unsupervised learning
  • Gaussian distribution
  • Labels
  • Acoustic waves
• 2008

  Modeling unsupervised perceptual category learning

  Lake, B. M., Vallabha, G. K. & McClelland, J. L., 2008, 2008 IEEE 7th International Conference on Development and Learning, ICDL. p. 25-30 6 p. 4640800. (2008 IEEE 7th International Conference on Development and Learning, ICDL).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning
  • Phonetics
  • Discrimination (Psychology)
  • learning
  • Acoustic waves
• 2005

  Age of acquisition in facial identification: A connectionist approach

  Lake, B. & Cottrell, G. W., 2005, Proceedings of the 27th Annual Conference of the Cognitive Science Society.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution