Publication
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Functional neuroanatomy of intuitive physical inference. Proceedings of the National Academy of Sciences 113, E5072 - E5081 (2016).
Integrating Identification and Perception: A case study of familiar and unfamiliar face processing. Proceedings of the Thirty-Eight Annual Conference of the Cognitive Science Society (2016).
allen_5_13.pdf (2.13 MB)
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Oxford Handbook of Causal Reasoning (Oxford University Press, 2016).
Intuitive Theories (Gerstenberg, Tenenbaum, 2016.pdf (6.06 MB)
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Measuring and modeling the perception of natural and unconstrained gaze in humans and machines. (2016).
CBMM-Memo-059.pdf (1.71 MB)
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Modeling human understanding of complex intentional action with a Bayesian nonparametric subgoal model. AAAI (2016).
nakahashi_aaai2016.pdf (1.74 MB)
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The naive utility calculus: computational principles underlying social cognition. Trends Cogn Sci. (2016). doi:10.1016/j.tics.2016.05.011
Natural science: Active learning in dynamic physical microworlds. 38th Annual Meeting of the Cognitive Science Society (2016).
Natural Science (Bramley, Gerstenberg, Tenenbaum, 2016).pdf (5.39 MB)
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Probing the compositionality of intuitive functions. (2016).
CBMM-Memo-048.pdf (815.72 KB)
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Rapid Physical Predictions from Convolutional Neural Networks. Neural Information Processing Systems, Intuitive Physics Workshop (2016). at <http://phys.csail.mit.edu/papers/9.pdf>
Rapid Physical Predictions - NIPS Physics Workshop Poster (1.47 MB)
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Understanding "almost": Empirical and computational studies of near misses. 38th Annual Meeting of the Cognitive Science Society (2016).
Understanding almost (Gerstenberg, Tenenbaum, 2016).pdf (4.08 MB)
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The causes and consequences explicit in verbs. Language, Cognition and Neuroscience 30, 716-734 (2015).
Children’s understanding of the costs and rewards underlying rational action. Cognition 140, 14–23 (2015).
CM_inPress.pdf (438.5 KB)
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Computational rationality: A converging paradigm for intelligence in brains, minds, and machines. Science 349, 273-278 (2015).
Discovering hierarchical motion structure. Vision Research Available online 26 March 2015, (2015).
hierarchical_motion.pdf (582.01 KB)
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Efficient and robust analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations. Annual Conference of the Cognitive Science Society (2015).
yildirimetal_cogsci15.pdf (3.22 MB)
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Galileo: Perceiving physical object properties by integrating a physics engine with deep learning. NIPS 2015 (2015). at <https://papers.nips.cc/paper/5780-galileo-perceiving-physical-object-properties-by-integrating-a-physics-engine-with-deep-learning>
How, whether, why: Causal judgments as counterfactual contrasts. Annual Meeting of the Cognitive Science Society (CogSci) 782-787 (2015). at <https://mindmodeling.org/cogsci2015/papers/0142/index.html>
GerstenbergEtAl2015-Cogsci.pdf (2.16 MB)
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Human-level concept learning through probabilistic program induction. Science 350, 1332-1338 (2015).
Hypothesis-Space Constraints in Causal Learning. Annual Meeting of the Cognitive Science Society (CogSci) (2015). at <https://mindmodeling.org/cogsci2015/papers/0418/index.html>
hypothesis_space_constraints (1).pdf (1.54 MB)
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Information Selection in Noisy Environments with Large Action Spaces. 9th Biennial Conference of the Cognitive Development Society Columbus, OH, (2015).
Not So Innocent: Toddlers’ Inferences About Costs and Culpability. Psychological Science 26, 633-40 (2015).
NotSoInnocent_InPress.pdf (238.53 KB)
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Perceiving Fully Occluded Objects with Physical Simulation. Cognitive Science Conference (CogSci) (2015).
Picture: An Imperative Probabilistic Programming Language for Scene Perception. Computer Vision and Pattern Recognition (2015).
Responsibility judgments in voting scenarios. Annual Meeting of the Cognitive Science Society (CogSci) 788-793 (2015). at <https://mindmodeling.org/cogsci2015/papers/0143/index.html>
Gerstenberg_paper0143.pdf (651.82 KB)
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