All Publications
2017
“Changing minds: Children’s inferences about third party belief revision”, Developmental Science, p. e12553, 2017. Changing Minds_MagidYanSiegelTenenbaumSchulz_in press.pdf (915.8 KB) ,
CBMM Funded
“A Dedicated Network for Social Interaction Processing in the Primate Brain”, Science, vol. Vol. 356, no. Issue 6339, pp. pp. 745-749, 2017. ,
CBMM Funded
“Character-building stories”, in Advances in Cognitive Systems, Troy, NY, 2017. ,
CBMM Related
CBMM Memo No.
067
“Musings on Deep Learning: Properties of SGD”. 2017. CBMM Memo 067 v2 (revised 7/19/2017) (5.88 MB) CBMM Memo 067 v3 (revised 9/15/2017) (5.89 MB) CBMM Memo 067 v4 (revised 12/26/2017) (5.57 MB) ,
CBMM Funded
“A Causal Relationship Between Face-Patch Activity and Face-Detection Behavior”, eLife, 2017. elife-18558-v1.pdf (813.71 KB) ,
CBMM Funded
CBMM Memo No.
066
“Theory II: Landscape of the Empirical Risk in Deep Learning”. 2017. CBMM Memo 066_1703.09833v2.pdf (5.56 MB) ,
CBMM Funded
CBMM Memo No.
065
“On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations”. 2017. CBMM-Memo-065.pdf (687.76 KB) ,
CBMM Related
CBMM Memo No.
064
“Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning”. 2017. CBMM-Memo-064.pdf (3 MB) ,
CBMM Funded
CBMM Memo No.
062
“Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets”. 2017. CBMM-Memo-062.pdf (9.37 MB) ,
CBMM Funded
“Rational quantitative attribution of beliefs, desires, and percepts in human mentalizing”, Nature Human Behavior, vol. 1, no. 0064, 2017. article.pdf (2.17 MB) ,
CBMM Funded
“A model for interpreting social interactions in local image regions”, in AAAI Spring Symposium Series, Science of Intelligence, Palo Alto, CA, 2017. 2017-Ben-Yosef_Yachin_Ullman-A_model_for_interpreting_social_interactions_in_local_image_regions.pdf (1.53 MB) ,
CBMM Funded
“Six-month-old infants expect agents to minimize the cost of their actions”, Cognition, vol. 160, pp. 35-42, 2017. ,
CBMM Funded
“Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review”, International Journal of Automation and Computing, pp. 1-17, 2017. art%3A10.1007%2Fs11633-017-1054-2.pdf (1.68 MB) ,
CBMM Funded
“Lookit (Part 1): a new online platform for developmental research”, Open Mind, vol. 1, no. 1, 2017. UNCORRECTED PROOF (561.21 KB) ,
CBMM Funded
“Lookit (Part 2): Assessing the viability of online developmental research, Results from three case studies”, Open Mind, vol. 1, no. 1, 2017. lookitpart2.pdf (464.02 KB) ,
CBMM Funded
“Inferring Beliefs and Desires From Emotional Reactions to Anticipated and Observed Events”, Child Development, 2017. Wu_et_al-2017-Child_Development.pdf (883.1 KB) ,
CBMM Funded
CBMM Memo No.
061
“Full interpretation of minimal images”. 2017. CBMM Memo 061 v.1 (4.64 MB) CBMM Memo 061 v.2 (5.41 MB) ,
CBMM Funded
“The Quest for the FFA and Where It Led”, The Journal of Neuroscience, vol. 37, no. 5, pp. 1056 - 1061, 2017. ,
CBMM Funded
“The cradle of social knowledge: Infants' reasoning about caregiving and affiliation”, Cognition, vol. 159, pp. 102-116, 2017. ,
CBMM Funded
CBMM Memo No.
060
“Learning Mid-Level Auditory Codes from Natural Sound Statistics”. 2017. MlynarskiMcDermott_Memo060.pdf (7.11 MB) ,
CBMM Funded
“Compression of Deep Neural Networks for Image Instance Retrieval”, 2017. 1701.04923.pdf (614.33 KB) ,
CBMM Related
“Organization of high-level visual cortex in human infants”, Nature Communications, 2017. ,
CBMM Funded
“View-Tolerant Face Recognition and Hebbian Learning Imply Mirror-Symmetric Neural Tuning to Head Orientation”, Current Biology, vol. 27, pp. 1-6, 2017. ,
CBMM Funded
“Predicting actions from subtle preparatory movements”, Cognition, vol. 168, pp. 65 - 75, 2017. ,
CBMM Funded
“Predicting Native Language from Gaze”, in Annual Meeting of the Association for Computational Linguistics (ACL 2017), 2017. ,
CBMM Funded