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FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations ...
Mei, Lingjie; Mao, Jiayuan; Wang, Ziqi. - : arXiv, 2022
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2
Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense
In: Elsevier (2021)
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3
The Child as Hacker
In: PMC (2021)
Abstract: © 2020 The Authors The scope of human learning and development poses a radical challenge for cognitive science. We propose that developmental theories can address this challenge by adopting perspectives from computer science. Many of our best models treat learning as analogous to computer programming because symbolic programs provide the most compelling account of sophisticated mental representations. We specifically propose that children's learning is analogous to a particular style of programming called hacking, making code better along many dimensions through an open-ended set of goals and activities. By contrast to existing theories, which depend primarily on local search and simple metrics, this view highlights the many features of good mental representations and the multiple complementary processes children use to create them. ; NSF (Grants 1760874, 1122374, 1745302) ; Eunice Kennedy Shriver National Institute of Child Health & Human Development (Award 1R01HD085996) ; Office of Naval Research (Grant N00014-18-1-2847) ; Air Force Office of Scientific Research (Award FA9550-19-1-0269)
URL: https://hdl.handle.net/1721.1/138335.2
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4
A Morphable Face Albedo Model
In: arXiv (2021)
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5
Plans or Outcomes: How Do We Attribute Intelligence to Others?
In: PsyArXiv (2021)
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6
Intuitive Theories as Grammars for Causal Inference
Tenenbaum, Joshua B.; Griffiths, Thomas L.; Niyogi, Sourabh. - : Oxford University Press, 2019
In: MIT web domain (2019)
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7
The neuro-symbolic concept learner: Interpreting scenes, words, and sentences from natural supervision
In: arXiv (2019)
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8
A critical period for second language acquisition: Evidence from 2/3 million English speakers
In: PMC (2019)
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9
Word learning and the acquisition of syntactic--semantic overhypotheses ...
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10
A critical period for second language acquisition: Evidence from 2/3 million English speakers
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11
Intuitive Theories
In: The Oxford handbook of causal reasoning (2017), S. 515-547
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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12
Surprise! Infants consider possible bases of generalization for a single input example
In: PMC (2017)
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13
Learning Structured Preferences
In: Other univ. web domain (2017)
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14
Structure and flexibility in Bayesian models of cognition
In: The Oxford handbook of computational and mathematical psychology (Oxford, 2015), p. 187-208
MPI für Psycholinguistik
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15
Concepts in a probabilistic language of thought
In: The conceptual mind (Cambridge, MA, 2015), p. 623-654
MPI für Psycholinguistik
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16
The Causes and Consequences Explicit in Verbs
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17
Corrigendum to “Three ideal observer models for rule learning in simple languages” [Cognition 120 (3) (2011) 360–371]
In: Cognition. - Amsterdam [u.a] : Elsevier 132 (2014) 3, 501
OLC Linguistik
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18
Inferring the intentional states of autonomous virtual agents
In: Cognition. - Amsterdam [u.a] : Elsevier 130 (2014) 3, 360-379
OLC Linguistik
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19
The causes and consequences explicit in verbs
In: Hartshorne (2014)
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20
Social and Discourse Contributions to the Determination of Reference in Cross-Situational Word Learning
In: Language learning and development. - Philadelphia, Pa. : Taylor & Francis 9 (2013) 1, 1-24
OLC Linguistik
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