All Publications

2020

S. Levine, Kleiman-Weiner, M., Schulz, L., Tenenbaum, J. B., and Cushman, F. A., “The logic of universalization guides moral judgment”, Proceedings of the National Academy of Sciences (PNAS), p. 202014505, 2020.
CBMM Funded
T. D. Ullman and Tenenbaum, J. B., “Bayesian Models of Conceptual Development: Learning as Building Models of the World”, Annual Review of Developmental Psychology, vol. 2, no. 1, pp. 533 - 558, 2020.
CBMM Funded
W. A. Freiwald, “Social interaction networks in the primate brain”, Current Opinion in Neurobiology, vol. 65, pp. 49 - 58, 2020.
CBMM Funded
A. Netanyahu, Shu, T., Katz, B., Barbu, A., and Tenenbaum, J. B., “PHASE: PHysically-grounded Abstract Social Eventsfor Machine Social Perception”, in Shared Visual Representations in Human and Machine Intelligence (SVRHM) workshop at NeurIPS 2020, 2020.PDF icon phase_physically_grounded_abstract_social_events_for_machine_social_perception.pdf (2.49 MB)
CBMM Funded
D. J. Schaeffer, Selvanayagam, J., Johnston, K. D., Menon, R. S., Freiwald, W. A., and Everling, S., “Face selective patches in marmoset frontal cortexAbstract”, Nature Communications, vol. 11, no. 1, 2020.
CBMM Related
L. Tian, Ellis, K., Kryven, M., and Tenenbaum, J. B., “Learning abstract structure for drawing by efficient motor program induction”, in Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020), 2020.
CBMM Funded
K. Allen, Smith, K. A., and Tenenbaum, J. B., “Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning”, Proceedings of the National Academy of Sciences, p. 201912341, 2020.PDF icon 1912341117.full_.pdf (2.15 MB)
CBMM Funded
L. Tomova, Wang, K. L., Thompson, T., Matthews, G. A., Takahashi, A., Tye, K. M., and Saxe, R., “Acute social isolation evokes midbrain craving responses similar to hunger”, Nature Neuroscience, vol. 23, no. 12, pp. 1597 - 1605, 2020.PDF icon s41593-020-00742-z.pdf (5.47 MB)
CBMM Funded
K. Dobs, Kell, A. J. E., Martinez-Trujillo, J., Cohen, M., and Kanwisher, N., “Why Are Face and Object Processing Segregated in the Human Brain? Testing Computational Hypotheses with Deep Convolutional Neural Networks ”, in Conference on Cognitive Computational Neuroscience, Berlin, Germany, 2020.
CBMM Funded
M. Sheskin, Scott, K., Mills, C. M., Bergelson, E., Bonawitz, E., Spelke, E. S., Fei-Fei, L., Keil, F. C., Gweon, H., Tenenbaum, J. B., Jara-Ettinger, J., Adolph, K. E., Rhodes, M., Frank, M. C., Mehr, S. A., and Schulz, L., “Online Developmental Science to Foster Innovation, Access, and Impact”, Trends in Cognitive Sciences, vol. 24, no. 9, pp. 675 - 678, 2020.
CBMM Funded
C. Gen, Schwartz, J., Alter, S., Schrimpf, M., Traer, J., De Freitas, J., Kubilius, J., Bhandwaldar, A., Haber, N., Sano, M., Kim, K., Wang, E., Mrowca, D., Lingelbach, M., Curtis, A., Feigleis, K., Bear, D., Gutfreund, D., Cox, D., DiCarlo, J. J., McDermott, J. H., Tenenbaum, J. B., and Yamins, D. L. K., “ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation”, arXiv, 2020.PDF icon 2007.04954.pdf (7.06 MB)
CBMM Funded
J. Schwartz, Alter, S., DiCarlo, J. J., McDermott, J. H., Tenenbaum, J. B., Yamins, D. L. K., Gutfreund, D., Gan, C., Traer, J., Kubilius, J., Schrimpf, M., Bhandwaldar, A., De Freitas, J., Mrowca, D., Lingelbach, M., Sano, M., Bear, D., Kim, K., Haber, N., and Fan, C., “ThreeDWorld (TDW): A High-Fidelity, Multi-Modal Platform for Interactive Physical Simulation”. 2020.
I. Dasgupta, Schulz, E., Tenenbaum, J. B., and Gershman, S. J., “A theory of learning to infer.”, Psychological Review, vol. 127, no. 3, pp. 412 - 441, 2020.
CBMM Funded
T. Eisape, Levy, R., Tenenbaum, J. B., and Zaslavsky, N., “Toward human-like object naming in artificial neural systems ”, in International Conference on Learning Representations (ICLR 2020), Bridging AI and Cognitive Science workshop, Virtual conference (due to Covid-19), 2020.
CBMM Funded
I. Yildirim, Belledonne, M., Freiwald, W. A., and Tenenbaum, J. B., “Efficient inverse graphics in biological face processing”, Science Advances, vol. 6, no. 10, p. eaax5979, 2020.PDF icon eaax5979.full_.pdf (3.22 MB)
CBMM Funded
K. Dobs, Kell, A. J. E., Martinez-Trujillo, J., Cohen, M., and Kanwisher, N., “Using task-optimized neural networks to understand why brains have specialized processing for faces ”, in Computational and Systems Neurosciences, Denver, CO, USA, 2020.
CBMM Funded
W. A. Freiwald, “The neural mechanisms of face processing: cells, areas, networks, and models”, Current Opinion in Neurobiology, vol. 60, pp. 184 - 191, 2020.
CBMM Funded
J. M. Hicks and McDermott, J. H., “Segregation from Noise as Outlier Detection ”, in Association for Research in Otolaryngology, San Jose, CA, USA, 2020.
CBMM Funded
A. J. Thomas, Saxe, R., and Spelke, E. S., “Infants represent 'like-kin' affiliation ”, in Budapest Conference on Cognitive Development, Budapest, Hungary, 2020.
CBMM Funded
Y. - L. Kuo, Katz, B., and Barbu, A., “Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas”, in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, NV, USA, 2020.
CBMM Funded
S. Liu, “Nature and origins of intuitive psychology in human infants”, 2020.
CBMM Funded
K. A. Smith, Mei, L., Yao, S., Wu, J., Spelke, E. S., Tenenbaum, J. B., and Ullman, T. D., “The fine structure of surprise in intuitive physics: when, why, and how much?”, in Proceedings of the 42th Annual Meeting of the Cognitive Science Society - Developing a Mind: Learning in Humans, Animals, and Machines, CogSci 2020, virtual, July 29 - August 1, 2020, 2020.
CBMM Funded

2019

J. A. Leonard, Garcia, A., and Schulz, L., “How Adults’ Actions, Outcomes, and Testimony Affect Preschoolers’ Persistence”, Child Development, 2019.
CBMM Funded
S. Schwettmann, Tenenbaum, J. B., and Kanwisher, N., “Invariant representations of mass in the human brain”, eLife, vol. 8, 2019.
CBMM Funded
M. A. Cohen, Dilks, D. D., Koldewyn, K., Weigelt, S., Feather, J., Kell, A. J. E., Keil, B., Fischl, B., Zöllei, L., Wald, L., Saxe, R., and Kanwisher, N., “Representational similarity precedes category selectivity in the developing ventral visual pathway”, NeuroImage, vol. 197, pp. 565 - 574, 2019.
CBMM Funded

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