Brenden M. Lake

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Suautori

Joshua B. TenenbaumMITPotvrđena adresa e-pošte na mit.edu
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUPotvrđena adresa e-pošte na cs.cmu.edu
Marco BaroniICREA Professor (Barcelona)Potvrđena adresa e-pošte na upf.edu
Tomer UllmanAssistant Professor, HarvardPotvrđena adresa e-pošte na fas.harvard.edu
Samuel GershmanProfessor, Harvard UniversityPotvrđena adresa e-pošte na fas.harvard.edu
Todd GureckisProfessor of Psychology, New York UniversityPotvrđena adresa e-pošte na nyu.edu
Jason GrossGraduate, Massachusetts Institute of TechnologyPotvrđena adresa e-pošte na mit.edu
Wai Keen VongNew York UniversityPotvrđena adresa e-pošte na nyu.edu
Anselm RotheNew York UniversityPotvrđena adresa e-pošte na nyu.edu
Emin OrhanNYUPotvrđena adresa e-pošte na nyu.edu
Reuben FeinmanCommon Sense MachinesPotvrđena adresa e-pošte na csm.ai
Maxwell Nyeadept.aiPotvrđena adresa e-pošte na alum.mit.edu
Kanishk GandhiStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Laura RuisUniversity College LondonPotvrđena adresa e-pošte na ucl.ac.uk
Jacob AndreasMITPotvrđena adresa e-pošte na mit.edu
Diane BouchacourtFacebook AI ResearchPotvrđena adresa e-pošte na fb.com
James L. McClellandStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Wojciech ZarembaCo-Founder of OpenAIPotvrđena adresa e-pošte na openai.com
Rob FergusResearch Scientist, DeepMind. Professor of Computer Science, New York UniversityPotvrđena adresa e-pošte na cs.nyu.edu
Tal LinzenNew York UniversityPotvrđena adresa e-pošte na nyu.edu

Prati

Brenden M. Lake

Assistant Professor, New York University

Potvrđena adresa e-pošte na nyu.edu - Početna stranica

cognitive science data science artificial intelligence machine learning cognitive psychology


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Human-level concept learning through probabilistic program induction BM Lake, R Salakhutdinov, JB Tenenbaum Science 350 (6266), 1332-1338, 2015	3106	2015
Building machines that learn and think like people BM Lake, TD Ullman, JB Tenenbaum, SJ Gershman Behavioral and Brain Sciences 40, 2017	2634	2017
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	924	2011
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks BM Lake, M Baroni International Conference on Machine Learning (ICML), 2018	691*	2018
One-shot learning by inverting a compositional causal process BM Lake, R Salakhutdinov, JB Tenenbaum Advances in Neural Information Processing Systems 26, 2013	296	2013
Compositional generalization through meta sequence-to-sequence learning BM Lake Advances in Neural Information Processing Systems 32, 2019	174	2019
Discovering structure by learning sparse graphs B Lake, J Tenenbaum Proceedings of the 33rd Annual Cognitive Science Conference, 2010	160	2010
The Omniglot challenge: a 3-year progress report BM Lake, R Salakhutdinov, JB Tenenbaum Current Opinion in Behavioral Sciences 29, 97-104, 2019	133	2019
Rearranging the familiar: Testing compositional generalization in recurrent networks J Loula, M Baroni, BM Lake arXiv preprint arXiv:1807.07545, 2018	132	2018
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	124	2020
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	96	2019
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	96	2015
Learning Compositional Rules via Neural Program Synthesis MI Nye, A Solar-Lezama, JB Tenenbaum, BM Lake Advances in Neural Information Processing Systems 33, 2020	90	2020
Word meaning in minds and machines BM Lake, GL Murphy Psychological Review 130, 401-431, 2023	88	2023
Self-supervised learning through the eyes of a child AE Orhan, VV Gupta, BM Lake Advances in Neural Information Processing Systems 33, 2020	68	2020
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	64	2014
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	59	2021
Question asking as program generation A Rothe, BM Lake, TM Gureckis Advances in Neural Information Processing Systems 30, 2017	51	2017
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	47	2020
People infer recursive visual concepts from just a few examples BM Lake, ST Piantadosi Computational Brain & Behavior 3, 54-65, 2020	36	2020

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